LEFT JOIN

This join type returns records from the left table and those with a matching value in the right table. It can be extremely useful when it’s desirable to ensure every row from the left table involved in a JOIN operation is represented in the result set. Before continuing further, let’s first consider the two tables below. We’ll use these two tables in our first real-world problem. The data used throughout the examples on this page can be found at livesql.oracle.com.

Customers
The customers table contains one row per customer.

customer_idcust_first_namecust_last_namecust_email
144SivajiLandisSivaji.Landis@GOLDENEYE.EXAMPLE.COM
145MammuttiPacinoMammutti.Pacino@GREBE.EXAMPLE.COM
146EliaFawcettElia.Fawcett@JACANA.EXAMPLE.COM
147IshwaryaRobertsIshwarya.Roberts@LAPWING.EXAMPLE.COM
148GustavSteenburgenGustav.Steenburgen@PINTAIL.EXAMPLE.COM
149MarkusRamplingMarkus.Rampling@PUFFIN.EXAMPLE.COM
150GoldieSlaterGoldie.Slater@PYRRHULOXIA.EXAMPLE.COM
151DivineAykroydDivine.Aykroyd@REDSTART.EXAMPLE.COM
152DieterMatthauDieter.Matthau@VERDIN.EXAMPLE.COM
153DivineSheenDivine.Sheen@COWBIRD.EXAMPLE.COM
154FredericGrodinFrederic.Grodin@CREEPER.EXAMPLE.COM
155FredericoRomeroFrederico.Romero@CURLEW.EXAMPLE.COM
156GoldieMontandGoldie.Montand@DIPPER.EXAMPLE.COM
157SidneyCapshawSidney.Capshaw@DUNLIN.EXAMPLE.COM
158FredericoLyonFrederico.Lyon@FLICKER.EXAMPLE.COM
159EddieBoyerEddie.Boyer@GALLINULE.EXAMPLE.COM
160EddieSternEddie.Stern@GODWIT.EXAMPLE.COM
161ErnestWeaverErnest.Weaver@GROSBEAK.EXAMPLE.COM
162ErnestGeorgeErnest.George@LAPWING.EXAMPLE.COM
164CharlotteKazanCharlotte.Kazan@MERGANSER.EXAMPLE.COM
165CharlotteFondaCharlotte.Fonda@MOORHEN.EXAMPLE.COM
166DheerajAlexanderDheeraj.Alexander@NUTHATCH.EXAMPLE.COM
167GerardHersheyGerard.Hershey@PARULA.EXAMPLE.COM
169DheerajDavisDheeraj.Davis@PIPIT.EXAMPLE.COM
170Harry DeanFondaHarryDean.Fonda@PLOVER.EXAMPLE.COM
171HemaPowellHema.Powell@SANDERLING.EXAMPLE.COM
172Harry MeanPeckinpahHarryMean.Peckinpah@VERDIN.EXAMPLE.COM
174BlakeSeignierBlake.Seignier@GALLINULE.EXAMPLE.COM
175ClaudePowellClaude.Powell@GODWIT.EXAMPLE.COM
176FayeGlennFaye.Glenn@GREBE.EXAMPLE.COM
177GerhardSeignierGerhard.Seignier@JACANA.EXAMPLE.COM
179Harry deanForrestHarrydean.Forrest@KISKADEE.EXAMPLE.COM
180Harry deanCageHarrydean.Cage@LAPWING.EXAMPLE.COM
181LaurenHersheyLauren.Hershey@LIMPKIN.EXAMPLE.COM
183LaurenAltmanLauren.Altman@MERGANSER.EXAMPLE.COM
184Mary BethRobertsMaryBeth.Roberts@NUTHATCH.EXAMPLE.COM
262FredReynoldsFred.Reynolds@WATERTHRUSH.EXAMPLE.COM
263FredLithgowFred.Lithgow@WHIMBREL.EXAMPLE.COM
265IreneLaughtonIrene.Laughton@ANHINGA.EXAMPLE.COM
266PremCardinalePrem.Cardinale@BITTERN.EXAMPLE.COM
267PremWalkenPrem.Walken@BRANT.EXAMPLE.COM
268KyleSchneiderKyle.Schneider@DUNLIN.EXAMPLE.COM
270MegDerekMeg.Derek@FLICKER.EXAMPLE.COM
271ShelleyPeckinpahShelley.Peckinpah@GODWIT.EXAMPLE.COM
272PremGarciaPrem.Garcia@JACANA.EXAMPLE.COM
274BobMcCarthyBob.McCarthy@ANI.EXAMPLE.COM
275DomMcQueenDom.McQueen@AUKLET.EXAMPLE.COM
276DomHoskinsDom.Hoskins@AVOCET.EXAMPLE.COM
101ConstantinWellesConstantin.Welles@ANHINGA.EXAMPLE.COM
102HarrisonPacinoHarrison.Pacino@ANI.EXAMPLE.COM
103ManishaTaylorManisha.Taylor@AUKLET.EXAMPLE.COM
104HarrisonSutherlandHarrison.Sutherland@GODWIT.EXAMPLE.COM
105MatthiasMacGrawMatthias.MacGraw@GOLDENEYE.EXAMPLE.COM
106MatthiasHannahMatthias.Hannah@GREBE.EXAMPLE.COM
107MatthiasCruiseMatthias.Cruise@GROSBEAK.EXAMPLE.COM
108MeenakshiMasonMeenakshi.Mason@JACANA.EXAMPLE.COM
109ChristianCageChristian.Cage@KINGLET.EXAMPLE.COM
110CharlieSutherlandCharlie.Sutherland@LIMPKIN.EXAMPLE.COM
111CharliePacinoCharlie.Pacino@LONGSPUR.EXAMPLE.COM
112GuillaumeJacksonGuillaume.Jackson@MOORHEN.EXAMPLE.COM
113DanielCostnerDaniel.Costner@PARULA.EXAMPLE.COM
114DianneDerekDianne.Derek@SAW-WHET.EXAMPLE.COM
115GeraldineSchneiderGeraldine.Schneider@SCAUP.EXAMPLE.COM
116GeraldineMartinGeraldine.Martin@SCOTER.EXAMPLE.COM
117GuillaumeEdwardsGuillaume.Edwards@SHRIKE.EXAMPLE.COM
118MauriceMahoneyMaurice.Mahoney@SNIPE.EXAMPLE.COM
119MauriceHasanMaurice.Hasan@STILT.EXAMPLE.COM
120DianeHigginsDiane.Higgins@TANAGER.EXAMPLE.COM
121DianneSenDianne.Sen@TATTLER.EXAMPLE.COM
122MauriceDaltreyMaurice.Daltrey@TEAL.EXAMPLE.COM
185MatthewWrightMatthew.Wright@OVENBIRD.EXAMPLE.COM
186MeenaAlexanderMeena.Alexander@PARULA.EXAMPLE.COM
188CharlotteBuckleyCharlotte.Buckley@PINTAIL.EXAMPLE.COM
277DonSiegelDon.Siegel@BITTERN.EXAMPLE.COM
278GvtzBradfordGvtz.Bradford@BULBUL.EXAMPLE.COM
279HollyKurosawaHolly.Kurosawa@CARACARA.EXAMPLE.COM
280RobMacLaineRob.MacLaine@COOT.EXAMPLE.COM
281DonBarkinDon.Barkin@CORMORANT.EXAMPLE.COM
282KurtDansonKurt.Danson@COWBIRD.EXAMPLE.COM
283KurtHeardKurt.Heard@CURLEW.EXAMPLE.COM
308GlendaDunawayGlenda.Dunaway@DOWITCHER.EXAMPLE.COM
309GlendaBatesGlenda.Bates@DIPPER.EXAMPLE.COM
323GoetzFalkGoetz.Falk@VEERY.EXAMPLE.COM
326HalOlinHal.Olin@FLICKER.EXAMPLE.COM
327HannahKanthHannah.Kanth@GADWALL.EXAMPLE.COM
328HannahFieldHannah.Field@GALLINULE.EXAMPLE.COM
333MargretPowellMargret.Powell@ANI.EXAMPLE.COM
334Harry MeanTaylorHarryMean.Taylor@REDPOLL.EXAMPLE.COM
335MargritGarnerMargrit.Garner@STILT.EXAMPLE.COM
337MariaWardenMaria.Warden@TANAGER.EXAMPLE.COM
361MarilouChapmanMarilou.Chapman@TEAL.EXAMPLE.COM
363KathyLambertKathy.Lambert@COOT.EXAMPLE.COM
360HelmutCapshawHelmut.Capshaw@TROGON.EXAMPLE.COM
341KeirGeorgeKeir.George@VIREO.EXAMPLE.COM
342MarlonLaughtonMarlon.Laughton@CORMORANT.EXAMPLE.COM
343KeirChandarKeir.Chandar@WATERTHRUSH.EXAMPLE.COM
345KeirWeaverKeir.Weaver@WHIMBREL.EXAMPLE.COM
346MarlonClaptonMarlon.Clapton@COWBIRD.EXAMPLE.COM
347KellyQuinlanKelly.Quinlan@PYRRHULOXIA.EXAMPLE.COM
349KenGlennKen.Glenn@SAW-WHET.EXAMPLE.COM
350KenChopraKen.Chopra@SCAUP.EXAMPLE.COM
351KenWendersKen.Wenders@REDPOLL.EXAMPLE.COM
380MerylHoldenMeryl.Holden@DIPPER.EXAMPLE.COM
447RichardCoppolaRichard.Coppola@SISKIN.EXAMPLE.COM
448RichardWintersRichard.Winters@SNIPE.EXAMPLE.COM
450RickLyonRick.Lyon@MERGANSER.EXAMPLE.COM
451RidleyHackmanRidley.Hackman@ANHINGA.EXAMPLE.COM
452RidleyCoyoteRidley.Coyote@ANI.EXAMPLE.COM
454RobRussellRob.Russell@VERDIN.EXAMPLE.COM
458Robertde NiroRobert.deNiro@DOWITCHER.EXAMPLE.COM
466RodolfoHersheyRodolfo.Hershey@VIREO.EXAMPLE.COM
467RodolfoDenchRodolfo.Dench@SCOTER.EXAMPLE.COM
468RodolfoAltmanRodolfo.Altman@SHRIKE.EXAMPLE.COM
189GenaHarrisGena.Harris@PIPIT.EXAMPLE.COM
190GenaCurtisGena.Curtis@PLOVER.EXAMPLE.COM
191MaureenSandersMaureen.Sanders@PUFFIN.EXAMPLE.COM
192SeanStockwellSean.Stockwell@PYRRHULOXIA.EXAMPLE.COM
193Harry deanKinskiHarrydean.Kinski@REDPOLL.EXAMPLE.COM
194KathleenGarciaKathleen.Garcia@REDSTART.EXAMPLE.COM
195SeanOlinSean.Olin@SCAUP.EXAMPLE.COM
196GerardDenchGerard.Dench@SCOTER.EXAMPLE.COM
197GerardAltmanGerard.Altman@SHRIKE.EXAMPLE.COM
198Maureende FunesMaureen.deFunes@SISKIN.EXAMPLE.COM
199ClintChapmanClint.Chapman@SNIPE.EXAMPLE.COM
200ClintGielgudClint.Gielgud@STILT.EXAMPLE.COM
201EricPrashantEric.Prashant@TATTLER.EXAMPLE.COM
202IngridWellesIngrid.Welles@TEAL.EXAMPLE.COM
203IngridRamplingIngrid.Rampling@WIGEON.EXAMPLE.COM
204CliffPuriCliff.Puri@CORMORANT.EXAMPLE.COM
205EmilyPollackEmily.Pollack@DIPPER.EXAMPLE.COM
206FritzHackmanFritz.Hackman@DUNLIN.EXAMPLE.COM
207CybillLaughtonCybill.Laughton@EIDER.EXAMPLE.COM
208CyndiGriemCyndi.Griem@GALLINULE.EXAMPLE.COM
209CyndiCollinsCyndi.Collins@GODWIT.EXAMPLE.COM
210CybillClaptonCybill.Clapton@GOLDENEYE.EXAMPLE.COM
211LuchinoJordanLuchino.Jordan@GREBE.EXAMPLE.COM
213LuchinoBradfordLuchino.Bradford@PARULA.EXAMPLE.COM
214RobinDansonRobin.Danson@PHAINOPEPLA.EXAMPLE.COM
215OrsonPerkinsOrson.Perkins@PINTAIL.EXAMPLE.COM
216OrsonKoiralaOrson.Koirala@PIPIT.EXAMPLE.COM
218BryanDvrrieBryan.Dvrrie@REDPOLL.EXAMPLE.COM
219AjaySenAjay.Sen@TROGON.EXAMPLE.COM
220CarolJordanCarol.Jordan@TURNSTONE.EXAMPLE.COM
221CarolBradfordCarol.Bradford@VERDIN.EXAMPLE.COM
223CaryOlinCary.Olin@WATERTHRUSH.EXAMPLE.COM
224ClaraKrigeClara.Krige@WHIMBREL.EXAMPLE.COM
225ClaraGanesanClara.Ganesan@WIGEON.EXAMPLE.COM
227KathyPrashantKathy.Prashant@ANI.EXAMPLE.COM
228GrahamNeesonGraham.Neeson@AUKLET.EXAMPLE.COM
229IanChapmanIan.Chapman@AVOCET.EXAMPLE.COM
230DannyWrightDanny.Wright@BITTERN.EXAMPLE.COM
232DonaldHunterDonald.Hunter@CHACHALACA.EXAMPLE.COM
233GrahamSpielbergGraham.Spielberg@CHUKAR.EXAMPLE.COM
234DanRobertsDan.Roberts@NUTHATCH.EXAMPLE.COM
235EdwardOatesEdward.Oates@OVENBIRD.EXAMPLE.COM
236EdwardJuliusEdward.Julius@PARULA.EXAMPLE.COM
237FarrahQuinlanFarrah.Quinlan@PHAINOPEPLA.EXAMPLE.COM
238FarrahLangeFarrah.Lange@PHALAROPE.EXAMPLE.COM
239HalStockwellHal.Stockwell@PHOEBE.EXAMPLE.COM
240MalcolmKanthMalcolm.Kanth@PIPIT.EXAMPLE.COM
241MalcolmBroderickMalcolm.Broderick@PLOVER.EXAMPLE.COM
242MaryLemmonMary.Lemmon@PUFFIN.EXAMPLE.COM
243MaryCollinsMary.Collins@PYRRHULOXIA.EXAMPLE.COM
244MattGueneyMatt.Gueney@REDPOLL.EXAMPLE.COM
245Maxvon SydowMax.vonSydow@REDSTART.EXAMPLE.COM
246MaxSchellMax.Schell@SANDERLING.EXAMPLE.COM
247CyndaWhitcraftCynda.Whitcraft@SANDPIPER.EXAMPLE.COM
248DonaldMinnelliDonald.Minnelli@SCAUP.EXAMPLE.COM
249HannahBroderickHannah.Broderick@SHRIKE.EXAMPLE.COM
250DanWilliamsDan.Williams@SISKIN.EXAMPLE.COM
251RaulWilderRaul.Wilder@STILT.EXAMPLE.COM
252Shah RukhFieldShahRukh.Field@WHIMBREL.EXAMPLE.COM
253SallyBogartSally.Bogart@WILLET.EXAMPLE.COM
254BruceBatesBruce.Bates@COWBIRD.EXAMPLE.COM
256Bende NiroBen.deNiro@KINGLET.EXAMPLE.COM
257EmmetWalkenEmmet.Walken@LIMPKIN.EXAMPLE.COM
258EllenPalinEllen.Palin@LONGSPUR.EXAMPLE.COM
259Denholmvon SydowDenholm.vonSydow@MERGANSER.EXAMPLE.COM
261EmmetGarciaEmmet.Garcia@VIREO.EXAMPLE.COM
124DianeMasonDiane.Mason@TROGON.EXAMPLE.COM
125DianneAndrewsDianne.Andrews@TURNSTONE.EXAMPLE.COM
126CharlesFieldCharles.Field@BECARD.EXAMPLE.COM
128IsabellaReedIsabella.Reed@BRANT.EXAMPLE.COM
129LouisJacksonLouis.Jackson@CARACARA.EXAMPLE.COM
130LouisEdwardsLouis.Edwards@CHACHALACA.EXAMPLE.COM
131DorisDuttDoris.Dutt@CHUKAR.EXAMPLE.COM
133KristinMaldenKristin.Malden@GODWIT.EXAMPLE.COM
134SissyPuriSissy.Puri@GREBE.EXAMPLE.COM
135DorisBel GeddesDoris.BelGeddes@GROSBEAK.EXAMPLE.COM
136SissyWardenSissy.Warden@JACANA.EXAMPLE.COM
138ManiFondaMani.Fonda@KINGLET.EXAMPLE.COM
139PlacidoKubrickPlacido.Kubrick@SCOTER.EXAMPLE.COM
140ClaudiaKurosawaClaudia.Kurosawa@CHUKAR.EXAMPLE.COM
141MaximilianHennerMaximilian.Henner@DUNLIN.EXAMPLE.COM
143SachinNeesonSachin.Neeson@GALLINULE.EXAMPLE.COM
767Klaus MariaRussellKlausMaria.Russell@COOT.EXAMPLE.COM
771Krisde NiroKris.deNiro@DUNLIN.EXAMPLE.COM
826AlainBarkinAlain.Barkin@VERDIN.EXAMPLE.COM
830AlbertDuttAlbert.Dutt@CURLEW.EXAMPLE.COM
850AmandaFinneyAmanda.Finney@STILT.EXAMPLE.COM
905BillyHersheyBilly.Hershey@BULBUL.EXAMPLE.COM
911BoDickinsonBo.Dickinson@TANAGER.EXAMPLE.COM
919BrookeMichalkowBrooke.Michalkow@GROSBEAK.EXAMPLE.COM
924BrunoMontandBruno.Montand@TOWHEE.EXAMPLE.COM
930BusterJacksonBuster.Jackson@KILLDEER.EXAMPLE.COM
980DanielLorenDaniel.Loren@REDSTART.EXAMPLE.COM
473RolfAshbyRolf.Ashby@WATERTHRUSH.EXAMPLE.COM
474RomySharifRomy.Sharif@SNIPE.EXAMPLE.COM
475RomyMcCarthyRomy.McCarthy@STILT.EXAMPLE.COM
476RosanneHopkinsRosanne.Hopkins@ANI.EXAMPLE.COM
477RosanneDouglasRosanne.Douglas@ANHINGA.EXAMPLE.COM
478RosanneBaldwinRosanne.Baldwin@AUKLET.EXAMPLE.COM
479RoxanneShepherdRoxanne.Shepherd@DUNLIN.EXAMPLE.COM
480RoxanneMichalkowRoxanne.Michalkow@EIDER.EXAMPLE.COM
481RoyHulceRoy.Hulce@SISKIN.EXAMPLE.COM
482RoyDunawayRoy.Dunaway@WHIMBREL.EXAMPLE.COM
483RoyBatesRoy.Bates@WIGEON.EXAMPLE.COM
487RufusDvrrieRufus.Dvrrie@PLOVER.EXAMPLE.COM
488RufusBelushiRufus.Belushi@PUFFIN.EXAMPLE.COM
492SallyEdwardsSally.Edwards@TURNSTONE.EXAMPLE.COM
496ScottJordanScott.Jordan@WILLET.EXAMPLE.COM
605ShammiPacinoShammi.Pacino@BITTERN.EXAMPLE.COM
606SharmilaKazanSharmila.Kazan@BRANT.EXAMPLE.COM
609ShelleyTaylorShelley.Taylor@CURLEW.EXAMPLE.COM
615ShyamPlummerShyam.Plummer@VEERY.EXAMPLE.COM
621SilkKurosawaSilk.Kurosawa@NUTHATCH.EXAMPLE.COM
712M. EmmetStockwellM.Emmet.Stockwell@COOT.EXAMPLE.COM
713M. EmmetOlinM.Emmet.Olin@CORMORANT.EXAMPLE.COM
717MammuttiSutherlandMammutti.Sutherland@TOWHEE.EXAMPLE.COM
719ManiKazanMani.Kazan@TROGON.EXAMPLE.COM
721ManiBuckleyMani.Buckley@TURNSTONE.EXAMPLE.COM
729MargauxKrigeMargaux.Krige@DUNLIN.EXAMPLE.COM
731MargauxCapshawMargaux.Capshaw@EIDER.EXAMPLE.COM
754KevinGoodmanKevin.Goodman@WIGEON.EXAMPLE.COM
756KevinWilderKevin.Wilder@AUKLET.EXAMPLE.COM
757KieferReynoldsKiefer.Reynolds@AVOCET.EXAMPLE.COM
766KlausYoungKlaus.Young@OVENBIRD.EXAMPLE.COM
768Klaus MariaMacLaineKlausMaria.MacLaine@CHUKAR.EXAMPLE.COM
769KrisHarrisKris.Harris@DIPPER.EXAMPLE.COM
770KrisCurtisKris.Curtis@DOWITCHER.EXAMPLE.COM
772KristinSavageKristin.Savage@CURLEW.EXAMPLE.COM
782LaurenceSeignierLaurence.Seignier@CREEPER.EXAMPLE.COM
825AlainDreyfussAlain.Dreyfuss@VEERY.EXAMPLE.COM
827AlainSiegelAlain.Siegel@VIREO.EXAMPLE.COM
828AlanMinnelliAlan.Minnelli@TANAGER.EXAMPLE.COM
829AlanHunterAlan.Hunter@TATTLER.EXAMPLE.COM
831AlbertBel GeddesAlbert.BelGeddes@DIPPER.EXAMPLE.COM
832AlbertSpacekAlbert.Spacek@DOWITCHER.EXAMPLE.COM
833AlecMoranisAlec.Moranis@DUNLIN.EXAMPLE.COM
834AlecIdleAlec.Idle@EIDER.EXAMPLE.COM
835AlexanderEastwoodAlexander.Eastwood@AVOCET.EXAMPLE.COM
836AlexanderBerengerAlexander.Berenger@BECARD.EXAMPLE.COM
837AlexanderStantonAlexander.Stanton@AUKLET.EXAMPLE.COM
838AlfredNicholsonAlfred.Nicholson@CREEPER.EXAMPLE.COM
839AlfredJohnsonAlfred.Johnson@FLICKER.EXAMPLE.COM
840AliElliottAli.Elliott@ANHINGA.EXAMPLE.COM
841AliBoyerAli.Boyer@WILLET.EXAMPLE.COM
842AliSternAli.Stern@YELLOWTHROAT.EXAMPLE.COM
843AliceOatesAlice.Oates@BECARD.EXAMPLE.COM
844AliceJuliusAlice.Julius@BITTERN.EXAMPLE.COM
845AllyFawcettAlly.Fawcett@PLOVER.EXAMPLE.COM
846AllyBrandoAlly.Brando@PINTAIL.EXAMPLE.COM
847AllyStreepAlly.Streep@PIPIT.EXAMPLE.COM
848AlonsoOlmosAlonso.Olmos@PHALAROPE.EXAMPLE.COM
849AlonsoKaurusmdkiAlonso.Kaurusmdki@PHOEBE.EXAMPLE.COM
851AmandaBrownAmanda.Brown@THRASHER.EXAMPLE.COM
852AmandaTannerAmanda.Tanner@TEAL.EXAMPLE.COM
853AmrishPalinAmrish.Palin@EIDER.EXAMPLE.COM
906BillyDenchBilly.Dench@CARACARA.EXAMPLE.COM
909BlakeMastroianniBlake.Mastroianni@FLICKER.EXAMPLE.COM
912BoAshbyBo.Ashby@TATTLER.EXAMPLE.COM
913BobSharifBob.Sharif@TEAL.EXAMPLE.COM
916BrianDouglasBrian.Douglas@AVOCET.EXAMPLE.COM
917BrianBaldwinBrian.Baldwin@BECARD.EXAMPLE.COM
920BruceHulceBruce.Hulce@JACANA.EXAMPLE.COM
921BruceDunawayBruce.Dunaway@JUNCO.EXAMPLE.COM
923BrunoSlaterBruno.Slater@THRASHER.EXAMPLE.COM
927BryanBelushiBryan.Belushi@TOWHEE.EXAMPLE.COM
928BurtSpielbergBurt.Spielberg@TROGON.EXAMPLE.COM
929BurtNeesonBurt.Neeson@TURNSTONE.EXAMPLE.COM
931BusterEdwardsBuster.Edwards@KINGLET.EXAMPLE.COM
932BusterBogartBuster.Bogart@KISKADEE.EXAMPLE.COM
934C. ThomasNolteC.Thomas.Nolte@PHOEBE.EXAMPLE.COM
981DanielGueneyDaniel.Gueney@REDPOLL.EXAMPLE.COM
123ElizabethBrownElizabeth.Brown@THRASHER.EXAMPLE.COM
127CharlesBroderickCharles.Broderick@BITTERN.EXAMPLE.COM
132DorisSpacekDoris.Spacek@FLICKER.EXAMPLE.COM
137EliaBrandoElia.Brando@JUNCO.EXAMPLE.COM
142SachinSpielbergSachin.Spielberg@GADWALL.EXAMPLE.COM
163ErnestChandarErnest.Chandar@LIMPKIN.EXAMPLE.COM
168HemaVoightHema.Voight@PHALAROPE.EXAMPLE.COM
173KathleenWalkenKathleen.Walken@VIREO.EXAMPLE.COM
178GraceBelushiGrace.Belushi@KILLDEER.EXAMPLE.COM
182LaurenDenchLauren.Dench@LONGSPUR.EXAMPLE.COM
187GraceDvrrieGrace.Dvrrie@PHOEBE.EXAMPLE.COM
212LuchinoFalkLuchino.Falk@OVENBIRD.EXAMPLE.COM
217BryanHustonBryan.Huston@PYRRHULOXIA.EXAMPLE.COM
222CaryStockwellCary.Stockwell@VIREO.EXAMPLE.COM
226AjayAndrewsAjay.Andrews@YELLOWTHROAT.EXAMPLE.COM
231DannyRourkeDanny.Rourke@BRANT.EXAMPLE.COM
255BrookeShepherdBrooke.Shepherd@KILLDEER.EXAMPLE.COM
260EllenKhanEllen.Khan@VERDIN.EXAMPLE.COM
264GeorgeAdjaniGeorge.Adjani@WILLET.EXAMPLE.COM
269KyleMartinKyle.Martin@EIDER.EXAMPLE.COM
273BoHitchcockBo.Hitchcock@ANHINGA.EXAMPLE.COM
339MarilouLandisMarilou.Landis@TATTLER.EXAMPLE.COM
344MarlonGodardMarlon.Godard@MOORHEN.EXAMPLE.COM
348KellyLangeKelly.Lange@SANDPIPER.EXAMPLE.COM
352KennethRedfordKenneth.Redford@REDSTART.EXAMPLE.COM
378MegSenMeg.Sen@COWBIRD.EXAMPLE.COM
449RickRomeroRick.Romero@LONGSPUR.EXAMPLE.COM
453RidleyYoungRidley.Young@CHUKAR.EXAMPLE.COM
463RobinAdjaniRobin.Adjani@MOORHEN.EXAMPLE.COM
470RogerMastroianniRoger.Mastroianni@CREEPER.EXAMPLE.COM
607SharmilaFondaSharmila.Fonda@BUFFLEHEAD.EXAMPLE.COM
627SivajiGielgudSivaji.Gielgud@BULBUL.EXAMPLE.COM
715MalcolmFieldMalcolm.Field@DOWITCHER.EXAMPLE.COM
727MargaretUstinovMargaret.Ustinov@ANHINGA.EXAMPLE.COM
755KevinClevelandKevin.Cleveland@WILLET.EXAMPLE.COM

Orders
The orders table contains one row per order submitted by a customer.

order_idorder_dateorder_modecustomer_idorder_statusorder_totalsales_rep_idpromotion_id
245816-AUG-07 03.34.12.234359 PMdirect101078279.6153
239719-NOV-07 02.41.54.696211 PMdirect102142283.2154
245402-OCT-07 05.49.34.678340 PMdirect10316653.4154
235414-JUL-08 06.18.23.234567 PMdirect104046257155
235808-JAN-08 05.03.12.654278 PMdirect10527826155
238114-MAY-08 08.59.08.843679 PMdirect106323034.6156
244031-AUG-07 09.53.06.008765 PMdirect107370576.9156
235708-JAN-06 08.19.44.123456 PMdirect108559872.4158
239410-FEB-08 09.22.35.564789 PMdirect109521863158
243502-SEP-07 11.22.53.134567 PMdirect144662303159
245520-SEP-07 11.34.11.456789 AMdirect145714087.5160
237916-MAY-07 02.22.24.234567 AMdirect146817848.2161
239602-FEB-06 01.34.56.345678 AMdirect147834930161
240629-JUN-07 04.41.20.098765 AMdirect14882854.2161
243413-SEP-07 05.49.30.647893 AMdirect1498268651.8161
243602-SEP-07 06.18.04.378034 AMdirect11686394.8161
244627-JUL-07 07.03.08.302945 AMdirect1178103679.3161
244727-JUL-08 08.59.10.223344 AMdirect101833893.6161
243214-SEP-07 09.53.40.223345 AMdirect1021010523163
243313-SEP-07 10.19.00.654279 AMdirect1031078163
235526-JAN-06 09.22.51.962632 AMonline104894513.5
235626-JAN-08 09.22.41.934562 AMonline105529473.8
235908-JAN-06 09.34.13.112233 PMonline10695543.1
236014-NOV-07 12.22.31.223344 PMonline1074990.4
236113-NOV-07 01.34.21.986210 PMonline1088120131.3
236213-NOV-07 02.41.10.619477 PMonline109492829.4
236323-OCT-07 05.49.56.346122 PMonline144010082.3
236428-AUG-07 06.18.45.942399 PMonline14549500
236528-AUG-07 07.03.34.003399 PMonline146927455.3
236628-AUG-07 08.59.23.144778 PMonline147537319.4
236727-JUN-08 09.53.32.335522 PMonline14810144054.8
236826-JUN-08 10.19.43.190089 PMonline1491060065
236926-JUN-07 11.22.54.009932 PMonline116011097.4
237027-JUN-08 12.22.11.647398 AMonline1174126
237116-MAY-07 01.34.56.113356 AMonline118679405.6
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245731-OCT-07 11.22.16.162632 PMdirect118521586.2159

The relationship between these two tables is: a customer may submit zero of more orders and an order is tied to or submitted by a single customer.

Let’s now return the idea of representing every row in the left table within our result set by introducing our first real-world problem.

Real-world Problem 1
Suppose, you’re tasked with generating a report consisting of all customers and their corresponding submitted orders. A key requirement of this report is to include those customers who have submitted an order and those that have not. Using the two tables above, a LEFT JOIN with the customers table on the left and the orders table on the right will return a result set capturing every customer. In other words, one row per customer or 319 rows. In instances where a customer has not submitted an order, the customer’s ID, first name, last name, and email address will be populated, and the specific customer will be represented within a single row. In those rows, the columns associated with an order will not be populated (i.e., NULL). For those customers having submitted a single order, the customer will still be represented within a single row; however, the columns associated with the order submitted will be populated. For customers having submitted multiple orders, each order will be represented within a single row and accompanied by the customer data associated with the customer having submitted the order. For example, if a customer submitted three orders, then each of those orders will be represented in their own row and the customer data will be replicated across those three rows. The previous few notes on what to expect in the result set stem from the aforementioned relationship between the two tables.

Below is the code required to meet this problem’s reporting requirements and the corresponding result set returned. Notice that the join criteria used specifies to return records from the left table and those with a matching customer ID value in the right table. The ON clause takes advantage of the primary key-foreign key relationship. Customer ID serves as a primary key in the customers table and a foreign key in the orders table, providing a surefire way to look-up order data for each customer, if any exists.

-- Return customer order submission details.
SELECT
	oe.customers.customer_id,
	oe.customers.cust_first_name,
	oe.customers.cust_last_name,
    oe.customers.cust_email,
	oe.orders.order_id,
	oe.orders.order_date,
	oe.orders.order_mode,
	oe.orders.order_status,
	oe.orders.order_total
FROM
	oe.customers
	LEFT JOIN
	oe.orders
		ON oe.customers.customer_id = oe.orders.customer_id;
customer_idcust_first_namecust_last_namecust_emailorder_idorder_dateorder_modeorder_statusorder_total
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346MarlonClaptonMarlon.Clapton@COWBIRD.EXAMPLE.COM
347KellyQuinlanKelly.Quinlan@PYRRHULOXIA.EXAMPLE.COM
349KenGlennKen.Glenn@SAW-WHET.EXAMPLE.COM
350KenChopraKen.Chopra@SCAUP.EXAMPLE.COM
351KenWendersKen.Wenders@REDPOLL.EXAMPLE.COM
380MerylHoldenMeryl.Holden@DIPPER.EXAMPLE.COM
447RichardCoppolaRichard.Coppola@SISKIN.EXAMPLE.COM
448RichardWintersRichard.Winters@SNIPE.EXAMPLE.COM
450RickLyonRick.Lyon@MERGANSER.EXAMPLE.COM
451RidleyHackmanRidley.Hackman@ANHINGA.EXAMPLE.COM
452RidleyCoyoteRidley.Coyote@ANI.EXAMPLE.COM
454RobRussellRob.Russell@VERDIN.EXAMPLE.COM
458Robertde NiroRobert.deNiro@DOWITCHER.EXAMPLE.COM
466RodolfoHersheyRodolfo.Hershey@VIREO.EXAMPLE.COM
467RodolfoDenchRodolfo.Dench@SCOTER.EXAMPLE.COM
468RodolfoAltmanRodolfo.Altman@SHRIKE.EXAMPLE.COM
189GenaHarrisGena.Harris@PIPIT.EXAMPLE.COM
190GenaCurtisGena.Curtis@PLOVER.EXAMPLE.COM
191MaureenSandersMaureen.Sanders@PUFFIN.EXAMPLE.COM
192SeanStockwellSean.Stockwell@PYRRHULOXIA.EXAMPLE.COM
193Harry deanKinskiHarrydean.Kinski@REDPOLL.EXAMPLE.COM
194KathleenGarciaKathleen.Garcia@REDSTART.EXAMPLE.COM
195SeanOlinSean.Olin@SCAUP.EXAMPLE.COM
196GerardDenchGerard.Dench@SCOTER.EXAMPLE.COM
197GerardAltmanGerard.Altman@SHRIKE.EXAMPLE.COM
198Maureende FunesMaureen.deFunes@SISKIN.EXAMPLE.COM
199ClintChapmanClint.Chapman@SNIPE.EXAMPLE.COM
200ClintGielgudClint.Gielgud@STILT.EXAMPLE.COM
201EricPrashantEric.Prashant@TATTLER.EXAMPLE.COM
202IngridWellesIngrid.Welles@TEAL.EXAMPLE.COM
203IngridRamplingIngrid.Rampling@WIGEON.EXAMPLE.COM
204CliffPuriCliff.Puri@CORMORANT.EXAMPLE.COM
205EmilyPollackEmily.Pollack@DIPPER.EXAMPLE.COM
206FritzHackmanFritz.Hackman@DUNLIN.EXAMPLE.COM
207CybillLaughtonCybill.Laughton@EIDER.EXAMPLE.COM
208CyndiGriemCyndi.Griem@GALLINULE.EXAMPLE.COM
209CyndiCollinsCyndi.Collins@GODWIT.EXAMPLE.COM
210CybillClaptonCybill.Clapton@GOLDENEYE.EXAMPLE.COM
211LuchinoJordanLuchino.Jordan@GREBE.EXAMPLE.COM
213LuchinoBradfordLuchino.Bradford@PARULA.EXAMPLE.COM
214RobinDansonRobin.Danson@PHAINOPEPLA.EXAMPLE.COM
215OrsonPerkinsOrson.Perkins@PINTAIL.EXAMPLE.COM
216OrsonKoiralaOrson.Koirala@PIPIT.EXAMPLE.COM
218BryanDvrrieBryan.Dvrrie@REDPOLL.EXAMPLE.COM
219AjaySenAjay.Sen@TROGON.EXAMPLE.COM
220CarolJordanCarol.Jordan@TURNSTONE.EXAMPLE.COM
221CarolBradfordCarol.Bradford@VERDIN.EXAMPLE.COM
223CaryOlinCary.Olin@WATERTHRUSH.EXAMPLE.COM
224ClaraKrigeClara.Krige@WHIMBREL.EXAMPLE.COM
225ClaraGanesanClara.Ganesan@WIGEON.EXAMPLE.COM
227KathyPrashantKathy.Prashant@ANI.EXAMPLE.COM
228GrahamNeesonGraham.Neeson@AUKLET.EXAMPLE.COM
229IanChapmanIan.Chapman@AVOCET.EXAMPLE.COM
230DannyWrightDanny.Wright@BITTERN.EXAMPLE.COM
232DonaldHunterDonald.Hunter@CHACHALACA.EXAMPLE.COM
233GrahamSpielbergGraham.Spielberg@CHUKAR.EXAMPLE.COM
234DanRobertsDan.Roberts@NUTHATCH.EXAMPLE.COM
235EdwardOatesEdward.Oates@OVENBIRD.EXAMPLE.COM
236EdwardJuliusEdward.Julius@PARULA.EXAMPLE.COM
237FarrahQuinlanFarrah.Quinlan@PHAINOPEPLA.EXAMPLE.COM
238FarrahLangeFarrah.Lange@PHALAROPE.EXAMPLE.COM
239HalStockwellHal.Stockwell@PHOEBE.EXAMPLE.COM
240MalcolmKanthMalcolm.Kanth@PIPIT.EXAMPLE.COM
241MalcolmBroderickMalcolm.Broderick@PLOVER.EXAMPLE.COM
242MaryLemmonMary.Lemmon@PUFFIN.EXAMPLE.COM
243MaryCollinsMary.Collins@PYRRHULOXIA.EXAMPLE.COM
244MattGueneyMatt.Gueney@REDPOLL.EXAMPLE.COM
245Maxvon SydowMax.vonSydow@REDSTART.EXAMPLE.COM
246MaxSchellMax.Schell@SANDERLING.EXAMPLE.COM
247CyndaWhitcraftCynda.Whitcraft@SANDPIPER.EXAMPLE.COM
248DonaldMinnelliDonald.Minnelli@SCAUP.EXAMPLE.COM
249HannahBroderickHannah.Broderick@SHRIKE.EXAMPLE.COM
250DanWilliamsDan.Williams@SISKIN.EXAMPLE.COM
251RaulWilderRaul.Wilder@STILT.EXAMPLE.COM
252Shah RukhFieldShahRukh.Field@WHIMBREL.EXAMPLE.COM
253SallyBogartSally.Bogart@WILLET.EXAMPLE.COM
254BruceBatesBruce.Bates@COWBIRD.EXAMPLE.COM
256Bende NiroBen.deNiro@KINGLET.EXAMPLE.COM
257EmmetWalkenEmmet.Walken@LIMPKIN.EXAMPLE.COM
258EllenPalinEllen.Palin@LONGSPUR.EXAMPLE.COM
259Denholmvon SydowDenholm.vonSydow@MERGANSER.EXAMPLE.COM
261EmmetGarciaEmmet.Garcia@VIREO.EXAMPLE.COM
124DianeMasonDiane.Mason@TROGON.EXAMPLE.COM
125DianneAndrewsDianne.Andrews@TURNSTONE.EXAMPLE.COM
126CharlesFieldCharles.Field@BECARD.EXAMPLE.COM
128IsabellaReedIsabella.Reed@BRANT.EXAMPLE.COM
129LouisJacksonLouis.Jackson@CARACARA.EXAMPLE.COM
130LouisEdwardsLouis.Edwards@CHACHALACA.EXAMPLE.COM
131DorisDuttDoris.Dutt@CHUKAR.EXAMPLE.COM
133KristinMaldenKristin.Malden@GODWIT.EXAMPLE.COM
134SissyPuriSissy.Puri@GREBE.EXAMPLE.COM
135DorisBel GeddesDoris.BelGeddes@GROSBEAK.EXAMPLE.COM
136SissyWardenSissy.Warden@JACANA.EXAMPLE.COM
138ManiFondaMani.Fonda@KINGLET.EXAMPLE.COM
139PlacidoKubrickPlacido.Kubrick@SCOTER.EXAMPLE.COM
140ClaudiaKurosawaClaudia.Kurosawa@CHUKAR.EXAMPLE.COM
141MaximilianHennerMaximilian.Henner@DUNLIN.EXAMPLE.COM237707-JUN-07 07.03.01.001100 AMonline538017.8
143SachinNeesonSachin.Neeson@GALLINULE.EXAMPLE.COM238016-MAY-07 09.53.02.909090 AMonline327132.6
767Klaus MariaRussellKlausMaria.Russell@COOT.EXAMPLE.COM
771Krisde NiroKris.deNiro@DUNLIN.EXAMPLE.COM
826AlainBarkinAlain.Barkin@VERDIN.EXAMPLE.COM
830AlbertDuttAlbert.Dutt@CURLEW.EXAMPLE.COM
850AmandaFinneyAmanda.Finney@STILT.EXAMPLE.COM
905BillyHersheyBilly.Hershey@BULBUL.EXAMPLE.COM
911BoDickinsonBo.Dickinson@TANAGER.EXAMPLE.COM
919BrookeMichalkowBrooke.Michalkow@GROSBEAK.EXAMPLE.COM
924BrunoMontandBruno.Montand@TOWHEE.EXAMPLE.COM
930BusterJacksonBuster.Jackson@KILLDEER.EXAMPLE.COM
980DanielLorenDaniel.Loren@REDSTART.EXAMPLE.COM
473RolfAshbyRolf.Ashby@WATERTHRUSH.EXAMPLE.COM
474RomySharifRomy.Sharif@SNIPE.EXAMPLE.COM
475RomyMcCarthyRomy.McCarthy@STILT.EXAMPLE.COM
476RosanneHopkinsRosanne.Hopkins@ANI.EXAMPLE.COM
477RosanneDouglasRosanne.Douglas@ANHINGA.EXAMPLE.COM
478RosanneBaldwinRosanne.Baldwin@AUKLET.EXAMPLE.COM
479RoxanneShepherdRoxanne.Shepherd@DUNLIN.EXAMPLE.COM
480RoxanneMichalkowRoxanne.Michalkow@EIDER.EXAMPLE.COM
481RoyHulceRoy.Hulce@SISKIN.EXAMPLE.COM
482RoyDunawayRoy.Dunaway@WHIMBREL.EXAMPLE.COM
483RoyBatesRoy.Bates@WIGEON.EXAMPLE.COM
487RufusDvrrieRufus.Dvrrie@PLOVER.EXAMPLE.COM
488RufusBelushiRufus.Belushi@PUFFIN.EXAMPLE.COM
492SallyEdwardsSally.Edwards@TURNSTONE.EXAMPLE.COM
496ScottJordanScott.Jordan@WILLET.EXAMPLE.COM
605ShammiPacinoShammi.Pacino@BITTERN.EXAMPLE.COM
606SharmilaKazanSharmila.Kazan@BRANT.EXAMPLE.COM
609ShelleyTaylorShelley.Taylor@CURLEW.EXAMPLE.COM
615ShyamPlummerShyam.Plummer@VEERY.EXAMPLE.COM
621SilkKurosawaSilk.Kurosawa@NUTHATCH.EXAMPLE.COM
712M. EmmetStockwellM.Emmet.Stockwell@COOT.EXAMPLE.COM
713M. EmmetOlinM.Emmet.Olin@CORMORANT.EXAMPLE.COM
717MammuttiSutherlandMammutti.Sutherland@TOWHEE.EXAMPLE.COM
719ManiKazanMani.Kazan@TROGON.EXAMPLE.COM
721ManiBuckleyMani.Buckley@TURNSTONE.EXAMPLE.COM
729MargauxKrigeMargaux.Krige@DUNLIN.EXAMPLE.COM
731MargauxCapshawMargaux.Capshaw@EIDER.EXAMPLE.COM
754KevinGoodmanKevin.Goodman@WIGEON.EXAMPLE.COM
756KevinWilderKevin.Wilder@AUKLET.EXAMPLE.COM
757KieferReynoldsKiefer.Reynolds@AVOCET.EXAMPLE.COM
766KlausYoungKlaus.Young@OVENBIRD.EXAMPLE.COM
768Klaus MariaMacLaineKlausMaria.MacLaine@CHUKAR.EXAMPLE.COM
769KrisHarrisKris.Harris@DIPPER.EXAMPLE.COM
770KrisCurtisKris.Curtis@DOWITCHER.EXAMPLE.COM
772KristinSavageKristin.Savage@CURLEW.EXAMPLE.COM
782LaurenceSeignierLaurence.Seignier@CREEPER.EXAMPLE.COM
825AlainDreyfussAlain.Dreyfuss@VEERY.EXAMPLE.COM
827AlainSiegelAlain.Siegel@VIREO.EXAMPLE.COM
828AlanMinnelliAlan.Minnelli@TANAGER.EXAMPLE.COM
829AlanHunterAlan.Hunter@TATTLER.EXAMPLE.COM
831AlbertBel GeddesAlbert.BelGeddes@DIPPER.EXAMPLE.COM
832AlbertSpacekAlbert.Spacek@DOWITCHER.EXAMPLE.COM
833AlecMoranisAlec.Moranis@DUNLIN.EXAMPLE.COM
834AlecIdleAlec.Idle@EIDER.EXAMPLE.COM
835AlexanderEastwoodAlexander.Eastwood@AVOCET.EXAMPLE.COM
836AlexanderBerengerAlexander.Berenger@BECARD.EXAMPLE.COM
837AlexanderStantonAlexander.Stanton@AUKLET.EXAMPLE.COM
838AlfredNicholsonAlfred.Nicholson@CREEPER.EXAMPLE.COM
839AlfredJohnsonAlfred.Johnson@FLICKER.EXAMPLE.COM
840AliElliottAli.Elliott@ANHINGA.EXAMPLE.COM
841AliBoyerAli.Boyer@WILLET.EXAMPLE.COM
842AliSternAli.Stern@YELLOWTHROAT.EXAMPLE.COM
843AliceOatesAlice.Oates@BECARD.EXAMPLE.COM
844AliceJuliusAlice.Julius@BITTERN.EXAMPLE.COM
845AllyFawcettAlly.Fawcett@PLOVER.EXAMPLE.COM
846AllyBrandoAlly.Brando@PINTAIL.EXAMPLE.COM
847AllyStreepAlly.Streep@PIPIT.EXAMPLE.COM
848AlonsoOlmosAlonso.Olmos@PHALAROPE.EXAMPLE.COM
849AlonsoKaurusmdkiAlonso.Kaurusmdki@PHOEBE.EXAMPLE.COM
851AmandaBrownAmanda.Brown@THRASHER.EXAMPLE.COM
852AmandaTannerAmanda.Tanner@TEAL.EXAMPLE.COM
853AmrishPalinAmrish.Palin@EIDER.EXAMPLE.COM
906BillyDenchBilly.Dench@CARACARA.EXAMPLE.COM
909BlakeMastroianniBlake.Mastroianni@FLICKER.EXAMPLE.COM
912BoAshbyBo.Ashby@TATTLER.EXAMPLE.COM
913BobSharifBob.Sharif@TEAL.EXAMPLE.COM
916BrianDouglasBrian.Douglas@AVOCET.EXAMPLE.COM
917BrianBaldwinBrian.Baldwin@BECARD.EXAMPLE.COM
920BruceHulceBruce.Hulce@JACANA.EXAMPLE.COM
921BruceDunawayBruce.Dunaway@JUNCO.EXAMPLE.COM
923BrunoSlaterBruno.Slater@THRASHER.EXAMPLE.COM
927BryanBelushiBryan.Belushi@TOWHEE.EXAMPLE.COM
928BurtSpielbergBurt.Spielberg@TROGON.EXAMPLE.COM
929BurtNeesonBurt.Neeson@TURNSTONE.EXAMPLE.COM
931BusterEdwardsBuster.Edwards@KINGLET.EXAMPLE.COM
932BusterBogartBuster.Bogart@KISKADEE.EXAMPLE.COM
934C. ThomasNolteC.Thomas.Nolte@PHOEBE.EXAMPLE.COM
981DanielGueneyDaniel.Gueney@REDPOLL.EXAMPLE.COM
123ElizabethBrownElizabeth.Brown@THRASHER.EXAMPLE.COM237607-JUN-07 06.18.08.883310 AMonline611006.2
127CharlesBroderickCharles.Broderick@BITTERN.EXAMPLE.COM
132DorisSpacekDoris.Spacek@FLICKER.EXAMPLE.COM
137EliaBrandoElia.Brando@JUNCO.EXAMPLE.COM
142SachinSpielbergSachin.Spielberg@GADWALL.EXAMPLE.COM237824-MAY-07 08.59.10.010101 AMonline525691.3
163ErnestChandarErnest.Chandar@LIMPKIN.EXAMPLE.COM240401-JUL-07 04.49.13.664085 PMdirect6510
168HemaVoightHema.Voight@PHALAROPE.EXAMPLE.COM241024-MAY-08 10.19.51.985501 AMdirect645175
173KathleenWalkenKathleen.Walken@VIREO.EXAMPLE.COM
178GraceBelushiGrace.Belushi@KILLDEER.EXAMPLE.COM
182LaurenDenchLauren.Dench@LONGSPUR.EXAMPLE.COM
187GraceDvrrieGrace.Dvrrie@PHOEBE.EXAMPLE.COM
212LuchinoFalkLuchino.Falk@OVENBIRD.EXAMPLE.COM
217BryanHustonBryan.Huston@PYRRHULOXIA.EXAMPLE.COM
222CaryStockwellCary.Stockwell@VIREO.EXAMPLE.COM
226AjayAndrewsAjay.Andrews@YELLOWTHROAT.EXAMPLE.COM
231DannyRourkeDanny.Rourke@BRANT.EXAMPLE.COM
255BrookeShepherdBrooke.Shepherd@KILLDEER.EXAMPLE.COM
260EllenKhanEllen.Khan@VERDIN.EXAMPLE.COM
264GeorgeAdjaniGeorge.Adjani@WILLET.EXAMPLE.COM
269KyleMartinKyle.Martin@EIDER.EXAMPLE.COM
273BoHitchcockBo.Hitchcock@ANHINGA.EXAMPLE.COM
339MarilouLandisMarilou.Landis@TATTLER.EXAMPLE.COM
344MarlonGodardMarlon.Godard@MOORHEN.EXAMPLE.COM
348KellyLangeKelly.Lange@SANDPIPER.EXAMPLE.COM
352KennethRedfordKenneth.Redford@REDSTART.EXAMPLE.COM
378MegSenMeg.Sen@COWBIRD.EXAMPLE.COM
449RickRomeroRick.Romero@LONGSPUR.EXAMPLE.COM
453RidleyYoungRidley.Young@CHUKAR.EXAMPLE.COM
463RobinAdjaniRobin.Adjani@MOORHEN.EXAMPLE.COM
470RogerMastroianniRoger.Mastroianni@CREEPER.EXAMPLE.COM
607SharmilaFondaSharmila.Fonda@BUFFLEHEAD.EXAMPLE.COM
627SivajiGielgudSivaji.Gielgud@BULBUL.EXAMPLE.COM
715MalcolmFieldMalcolm.Field@DOWITCHER.EXAMPLE.COM
727MargaretUstinovMargaret.Ustinov@ANHINGA.EXAMPLE.COM
755KevinClevelandKevin.Cleveland@WILLET.EXAMPLE.COM

Real-world Problem 2
A requirement in the first problem was to include all customers in our report, even those not having submitted an order. What if instead, the requirement was to only include those customers not having submitted an order? That’s the case in this problem where you’ve built out a website that accepts orders online. Prior to a customer being able to submit an order, the customer must create an account on your site using an existing email address. This is a common practice and allows businesses to answer the question, “which customers created an account, but never ordered anything?” Of course, answering this question leads to other questions such as “why did these customers never submit an order?” Gathering feedback from those customers could yield valuable information.

Conveniently, meeting this new requirement requires minor modifications to our query in the first problem. The key modification is the addition of the WHERE clause. Recall the result set returned in our previous problem. For those customers not having submitted an order, columns originating from the orders table were not populated. It’s those rows we seek. Additionally, because we know our query’s result set should consist of rows with data not populated in the columns corresponding to an order, we’ll remove order-related columns from our query.

Below is the query and corresponding result set containing the list of customers having not submitted an order. Please note, while I’ve filtered on the customer ID column originating from the orders table, filtering on any non-nullable column within the orders table will have the same effect.

-- Return a list of customers having not submitted an order.
SELECT
	oe.customers.customer_id,
	oe.customers.cust_first_name,
	oe.customers.cust_last_name,
    oe.customers.cust_email
FROM
	oe.customers
	LEFT JOIN
	oe.orders
		ON oe.customers.customer_id = oe.orders.customer_id
WHERE
    oe.orders.customer_id IS NULL;
customer_idcust_first_namecust_last_namecust_email
171HemaPowellHema.Powell@SANDERLING.EXAMPLE.COM
172Harry MeanPeckinpahHarryMean.Peckinpah@VERDIN.EXAMPLE.COM
174BlakeSeignierBlake.Seignier@GALLINULE.EXAMPLE.COM
175ClaudePowellClaude.Powell@GODWIT.EXAMPLE.COM
176FayeGlennFaye.Glenn@GREBE.EXAMPLE.COM
177GerhardSeignierGerhard.Seignier@JACANA.EXAMPLE.COM
179Harry deanForrestHarrydean.Forrest@KISKADEE.EXAMPLE.COM
180Harry deanCageHarrydean.Cage@LAPWING.EXAMPLE.COM
181LaurenHersheyLauren.Hershey@LIMPKIN.EXAMPLE.COM
183LaurenAltmanLauren.Altman@MERGANSER.EXAMPLE.COM
184Mary BethRobertsMaryBeth.Roberts@NUTHATCH.EXAMPLE.COM
262FredReynoldsFred.Reynolds@WATERTHRUSH.EXAMPLE.COM
263FredLithgowFred.Lithgow@WHIMBREL.EXAMPLE.COM
265IreneLaughtonIrene.Laughton@ANHINGA.EXAMPLE.COM
266PremCardinalePrem.Cardinale@BITTERN.EXAMPLE.COM
267PremWalkenPrem.Walken@BRANT.EXAMPLE.COM
268KyleSchneiderKyle.Schneider@DUNLIN.EXAMPLE.COM
270MegDerekMeg.Derek@FLICKER.EXAMPLE.COM
271ShelleyPeckinpahShelley.Peckinpah@GODWIT.EXAMPLE.COM
272PremGarciaPrem.Garcia@JACANA.EXAMPLE.COM
274BobMcCarthyBob.McCarthy@ANI.EXAMPLE.COM
275DomMcQueenDom.McQueen@AUKLET.EXAMPLE.COM
276DomHoskinsDom.Hoskins@AVOCET.EXAMPLE.COM
110CharlieSutherlandCharlie.Sutherland@LIMPKIN.EXAMPLE.COM
111CharliePacinoCharlie.Pacino@LONGSPUR.EXAMPLE.COM
112GuillaumeJacksonGuillaume.Jackson@MOORHEN.EXAMPLE.COM
113DanielCostnerDaniel.Costner@PARULA.EXAMPLE.COM
114DianneDerekDianne.Derek@SAW-WHET.EXAMPLE.COM
115GeraldineSchneiderGeraldine.Schneider@SCAUP.EXAMPLE.COM
185MatthewWrightMatthew.Wright@OVENBIRD.EXAMPLE.COM
186MeenaAlexanderMeena.Alexander@PARULA.EXAMPLE.COM
188CharlotteBuckleyCharlotte.Buckley@PINTAIL.EXAMPLE.COM
277DonSiegelDon.Siegel@BITTERN.EXAMPLE.COM
278GvtzBradfordGvtz.Bradford@BULBUL.EXAMPLE.COM
279HollyKurosawaHolly.Kurosawa@CARACARA.EXAMPLE.COM
280RobMacLaineRob.MacLaine@COOT.EXAMPLE.COM
281DonBarkinDon.Barkin@CORMORANT.EXAMPLE.COM
282KurtDansonKurt.Danson@COWBIRD.EXAMPLE.COM
283KurtHeardKurt.Heard@CURLEW.EXAMPLE.COM
308GlendaDunawayGlenda.Dunaway@DOWITCHER.EXAMPLE.COM
309GlendaBatesGlenda.Bates@DIPPER.EXAMPLE.COM
323GoetzFalkGoetz.Falk@VEERY.EXAMPLE.COM
326HalOlinHal.Olin@FLICKER.EXAMPLE.COM
327HannahKanthHannah.Kanth@GADWALL.EXAMPLE.COM
328HannahFieldHannah.Field@GALLINULE.EXAMPLE.COM
333MargretPowellMargret.Powell@ANI.EXAMPLE.COM
334Harry MeanTaylorHarryMean.Taylor@REDPOLL.EXAMPLE.COM
335MargritGarnerMargrit.Garner@STILT.EXAMPLE.COM
337MariaWardenMaria.Warden@TANAGER.EXAMPLE.COM
361MarilouChapmanMarilou.Chapman@TEAL.EXAMPLE.COM
363KathyLambertKathy.Lambert@COOT.EXAMPLE.COM
360HelmutCapshawHelmut.Capshaw@TROGON.EXAMPLE.COM
341KeirGeorgeKeir.George@VIREO.EXAMPLE.COM
342MarlonLaughtonMarlon.Laughton@CORMORANT.EXAMPLE.COM
343KeirChandarKeir.Chandar@WATERTHRUSH.EXAMPLE.COM
345KeirWeaverKeir.Weaver@WHIMBREL.EXAMPLE.COM
346MarlonClaptonMarlon.Clapton@COWBIRD.EXAMPLE.COM
347KellyQuinlanKelly.Quinlan@PYRRHULOXIA.EXAMPLE.COM
349KenGlennKen.Glenn@SAW-WHET.EXAMPLE.COM
350KenChopraKen.Chopra@SCAUP.EXAMPLE.COM
351KenWendersKen.Wenders@REDPOLL.EXAMPLE.COM
380MerylHoldenMeryl.Holden@DIPPER.EXAMPLE.COM
447RichardCoppolaRichard.Coppola@SISKIN.EXAMPLE.COM
448RichardWintersRichard.Winters@SNIPE.EXAMPLE.COM
450RickLyonRick.Lyon@MERGANSER.EXAMPLE.COM
451RidleyHackmanRidley.Hackman@ANHINGA.EXAMPLE.COM
452RidleyCoyoteRidley.Coyote@ANI.EXAMPLE.COM
454RobRussellRob.Russell@VERDIN.EXAMPLE.COM
458Robertde NiroRobert.deNiro@DOWITCHER.EXAMPLE.COM
466RodolfoHersheyRodolfo.Hershey@VIREO.EXAMPLE.COM
467RodolfoDenchRodolfo.Dench@SCOTER.EXAMPLE.COM
468RodolfoAltmanRodolfo.Altman@SHRIKE.EXAMPLE.COM
189GenaHarrisGena.Harris@PIPIT.EXAMPLE.COM
190GenaCurtisGena.Curtis@PLOVER.EXAMPLE.COM
191MaureenSandersMaureen.Sanders@PUFFIN.EXAMPLE.COM
192SeanStockwellSean.Stockwell@PYRRHULOXIA.EXAMPLE.COM
193Harry deanKinskiHarrydean.Kinski@REDPOLL.EXAMPLE.COM
194KathleenGarciaKathleen.Garcia@REDSTART.EXAMPLE.COM
195SeanOlinSean.Olin@SCAUP.EXAMPLE.COM
196GerardDenchGerard.Dench@SCOTER.EXAMPLE.COM
197GerardAltmanGerard.Altman@SHRIKE.EXAMPLE.COM
198Maureende FunesMaureen.deFunes@SISKIN.EXAMPLE.COM
199ClintChapmanClint.Chapman@SNIPE.EXAMPLE.COM
200ClintGielgudClint.Gielgud@STILT.EXAMPLE.COM
201EricPrashantEric.Prashant@TATTLER.EXAMPLE.COM
202IngridWellesIngrid.Welles@TEAL.EXAMPLE.COM
203IngridRamplingIngrid.Rampling@WIGEON.EXAMPLE.COM
204CliffPuriCliff.Puri@CORMORANT.EXAMPLE.COM
205EmilyPollackEmily.Pollack@DIPPER.EXAMPLE.COM
206FritzHackmanFritz.Hackman@DUNLIN.EXAMPLE.COM
207CybillLaughtonCybill.Laughton@EIDER.EXAMPLE.COM
208CyndiGriemCyndi.Griem@GALLINULE.EXAMPLE.COM
209CyndiCollinsCyndi.Collins@GODWIT.EXAMPLE.COM
210CybillClaptonCybill.Clapton@GOLDENEYE.EXAMPLE.COM
211LuchinoJordanLuchino.Jordan@GREBE.EXAMPLE.COM
213LuchinoBradfordLuchino.Bradford@PARULA.EXAMPLE.COM
214RobinDansonRobin.Danson@PHAINOPEPLA.EXAMPLE.COM
215OrsonPerkinsOrson.Perkins@PINTAIL.EXAMPLE.COM
216OrsonKoiralaOrson.Koirala@PIPIT.EXAMPLE.COM
218BryanDvrrieBryan.Dvrrie@REDPOLL.EXAMPLE.COM
219AjaySenAjay.Sen@TROGON.EXAMPLE.COM
220CarolJordanCarol.Jordan@TURNSTONE.EXAMPLE.COM
221CarolBradfordCarol.Bradford@VERDIN.EXAMPLE.COM
223CaryOlinCary.Olin@WATERTHRUSH.EXAMPLE.COM
224ClaraKrigeClara.Krige@WHIMBREL.EXAMPLE.COM
225ClaraGanesanClara.Ganesan@WIGEON.EXAMPLE.COM
227KathyPrashantKathy.Prashant@ANI.EXAMPLE.COM
228GrahamNeesonGraham.Neeson@AUKLET.EXAMPLE.COM
229IanChapmanIan.Chapman@AVOCET.EXAMPLE.COM
230DannyWrightDanny.Wright@BITTERN.EXAMPLE.COM
232DonaldHunterDonald.Hunter@CHACHALACA.EXAMPLE.COM
233GrahamSpielbergGraham.Spielberg@CHUKAR.EXAMPLE.COM
234DanRobertsDan.Roberts@NUTHATCH.EXAMPLE.COM
235EdwardOatesEdward.Oates@OVENBIRD.EXAMPLE.COM
236EdwardJuliusEdward.Julius@PARULA.EXAMPLE.COM
237FarrahQuinlanFarrah.Quinlan@PHAINOPEPLA.EXAMPLE.COM
238FarrahLangeFarrah.Lange@PHALAROPE.EXAMPLE.COM
239HalStockwellHal.Stockwell@PHOEBE.EXAMPLE.COM
240MalcolmKanthMalcolm.Kanth@PIPIT.EXAMPLE.COM
241MalcolmBroderickMalcolm.Broderick@PLOVER.EXAMPLE.COM
242MaryLemmonMary.Lemmon@PUFFIN.EXAMPLE.COM
243MaryCollinsMary.Collins@PYRRHULOXIA.EXAMPLE.COM
244MattGueneyMatt.Gueney@REDPOLL.EXAMPLE.COM
245Maxvon SydowMax.vonSydow@REDSTART.EXAMPLE.COM
246MaxSchellMax.Schell@SANDERLING.EXAMPLE.COM
247CyndaWhitcraftCynda.Whitcraft@SANDPIPER.EXAMPLE.COM
248DonaldMinnelliDonald.Minnelli@SCAUP.EXAMPLE.COM
249HannahBroderickHannah.Broderick@SHRIKE.EXAMPLE.COM
250DanWilliamsDan.Williams@SISKIN.EXAMPLE.COM
251RaulWilderRaul.Wilder@STILT.EXAMPLE.COM
252Shah RukhFieldShahRukh.Field@WHIMBREL.EXAMPLE.COM
253SallyBogartSally.Bogart@WILLET.EXAMPLE.COM
254BruceBatesBruce.Bates@COWBIRD.EXAMPLE.COM
256Bende NiroBen.deNiro@KINGLET.EXAMPLE.COM
257EmmetWalkenEmmet.Walken@LIMPKIN.EXAMPLE.COM
258EllenPalinEllen.Palin@LONGSPUR.EXAMPLE.COM
259Denholmvon SydowDenholm.vonSydow@MERGANSER.EXAMPLE.COM
261EmmetGarciaEmmet.Garcia@VIREO.EXAMPLE.COM
124DianeMasonDiane.Mason@TROGON.EXAMPLE.COM
125DianneAndrewsDianne.Andrews@TURNSTONE.EXAMPLE.COM
126CharlesFieldCharles.Field@BECARD.EXAMPLE.COM
128IsabellaReedIsabella.Reed@BRANT.EXAMPLE.COM
129LouisJacksonLouis.Jackson@CARACARA.EXAMPLE.COM
130LouisEdwardsLouis.Edwards@CHACHALACA.EXAMPLE.COM
131DorisDuttDoris.Dutt@CHUKAR.EXAMPLE.COM
133KristinMaldenKristin.Malden@GODWIT.EXAMPLE.COM
134SissyPuriSissy.Puri@GREBE.EXAMPLE.COM
135DorisBel GeddesDoris.BelGeddes@GROSBEAK.EXAMPLE.COM
136SissyWardenSissy.Warden@JACANA.EXAMPLE.COM
138ManiFondaMani.Fonda@KINGLET.EXAMPLE.COM
139PlacidoKubrickPlacido.Kubrick@SCOTER.EXAMPLE.COM
140ClaudiaKurosawaClaudia.Kurosawa@CHUKAR.EXAMPLE.COM
767Klaus MariaRussellKlausMaria.Russell@COOT.EXAMPLE.COM
771Krisde NiroKris.deNiro@DUNLIN.EXAMPLE.COM
826AlainBarkinAlain.Barkin@VERDIN.EXAMPLE.COM
830AlbertDuttAlbert.Dutt@CURLEW.EXAMPLE.COM
850AmandaFinneyAmanda.Finney@STILT.EXAMPLE.COM
905BillyHersheyBilly.Hershey@BULBUL.EXAMPLE.COM
911BoDickinsonBo.Dickinson@TANAGER.EXAMPLE.COM
919BrookeMichalkowBrooke.Michalkow@GROSBEAK.EXAMPLE.COM
924BrunoMontandBruno.Montand@TOWHEE.EXAMPLE.COM
930BusterJacksonBuster.Jackson@KILLDEER.EXAMPLE.COM
980DanielLorenDaniel.Loren@REDSTART.EXAMPLE.COM
473RolfAshbyRolf.Ashby@WATERTHRUSH.EXAMPLE.COM
474RomySharifRomy.Sharif@SNIPE.EXAMPLE.COM
475RomyMcCarthyRomy.McCarthy@STILT.EXAMPLE.COM
476RosanneHopkinsRosanne.Hopkins@ANI.EXAMPLE.COM
477RosanneDouglasRosanne.Douglas@ANHINGA.EXAMPLE.COM
478RosanneBaldwinRosanne.Baldwin@AUKLET.EXAMPLE.COM
479RoxanneShepherdRoxanne.Shepherd@DUNLIN.EXAMPLE.COM
480RoxanneMichalkowRoxanne.Michalkow@EIDER.EXAMPLE.COM
481RoyHulceRoy.Hulce@SISKIN.EXAMPLE.COM
482RoyDunawayRoy.Dunaway@WHIMBREL.EXAMPLE.COM
483RoyBatesRoy.Bates@WIGEON.EXAMPLE.COM
487RufusDvrrieRufus.Dvrrie@PLOVER.EXAMPLE.COM
488RufusBelushiRufus.Belushi@PUFFIN.EXAMPLE.COM
492SallyEdwardsSally.Edwards@TURNSTONE.EXAMPLE.COM
496ScottJordanScott.Jordan@WILLET.EXAMPLE.COM
605ShammiPacinoShammi.Pacino@BITTERN.EXAMPLE.COM
606SharmilaKazanSharmila.Kazan@BRANT.EXAMPLE.COM
609ShelleyTaylorShelley.Taylor@CURLEW.EXAMPLE.COM
615ShyamPlummerShyam.Plummer@VEERY.EXAMPLE.COM
621SilkKurosawaSilk.Kurosawa@NUTHATCH.EXAMPLE.COM
712M. EmmetStockwellM.Emmet.Stockwell@COOT.EXAMPLE.COM
713M. EmmetOlinM.Emmet.Olin@CORMORANT.EXAMPLE.COM
717MammuttiSutherlandMammutti.Sutherland@TOWHEE.EXAMPLE.COM
719ManiKazanMani.Kazan@TROGON.EXAMPLE.COM
721ManiBuckleyMani.Buckley@TURNSTONE.EXAMPLE.COM
729MargauxKrigeMargaux.Krige@DUNLIN.EXAMPLE.COM
731MargauxCapshawMargaux.Capshaw@EIDER.EXAMPLE.COM
754KevinGoodmanKevin.Goodman@WIGEON.EXAMPLE.COM
756KevinWilderKevin.Wilder@AUKLET.EXAMPLE.COM
757KieferReynoldsKiefer.Reynolds@AVOCET.EXAMPLE.COM
766KlausYoungKlaus.Young@OVENBIRD.EXAMPLE.COM
768Klaus MariaMacLaineKlausMaria.MacLaine@CHUKAR.EXAMPLE.COM
769KrisHarrisKris.Harris@DIPPER.EXAMPLE.COM
770KrisCurtisKris.Curtis@DOWITCHER.EXAMPLE.COM
772KristinSavageKristin.Savage@CURLEW.EXAMPLE.COM
782LaurenceSeignierLaurence.Seignier@CREEPER.EXAMPLE.COM
825AlainDreyfussAlain.Dreyfuss@VEERY.EXAMPLE.COM
827AlainSiegelAlain.Siegel@VIREO.EXAMPLE.COM
828AlanMinnelliAlan.Minnelli@TANAGER.EXAMPLE.COM
829AlanHunterAlan.Hunter@TATTLER.EXAMPLE.COM
831AlbertBel GeddesAlbert.BelGeddes@DIPPER.EXAMPLE.COM
832AlbertSpacekAlbert.Spacek@DOWITCHER.EXAMPLE.COM
833AlecMoranisAlec.Moranis@DUNLIN.EXAMPLE.COM
834AlecIdleAlec.Idle@EIDER.EXAMPLE.COM
835AlexanderEastwoodAlexander.Eastwood@AVOCET.EXAMPLE.COM
836AlexanderBerengerAlexander.Berenger@BECARD.EXAMPLE.COM
837AlexanderStantonAlexander.Stanton@AUKLET.EXAMPLE.COM
838AlfredNicholsonAlfred.Nicholson@CREEPER.EXAMPLE.COM
839AlfredJohnsonAlfred.Johnson@FLICKER.EXAMPLE.COM
840AliElliottAli.Elliott@ANHINGA.EXAMPLE.COM
841AliBoyerAli.Boyer@WILLET.EXAMPLE.COM
842AliSternAli.Stern@YELLOWTHROAT.EXAMPLE.COM
843AliceOatesAlice.Oates@BECARD.EXAMPLE.COM
844AliceJuliusAlice.Julius@BITTERN.EXAMPLE.COM
845AllyFawcettAlly.Fawcett@PLOVER.EXAMPLE.COM
846AllyBrandoAlly.Brando@PINTAIL.EXAMPLE.COM
847AllyStreepAlly.Streep@PIPIT.EXAMPLE.COM
848AlonsoOlmosAlonso.Olmos@PHALAROPE.EXAMPLE.COM
849AlonsoKaurusmdkiAlonso.Kaurusmdki@PHOEBE.EXAMPLE.COM
851AmandaBrownAmanda.Brown@THRASHER.EXAMPLE.COM
852AmandaTannerAmanda.Tanner@TEAL.EXAMPLE.COM
853AmrishPalinAmrish.Palin@EIDER.EXAMPLE.COM
906BillyDenchBilly.Dench@CARACARA.EXAMPLE.COM
909BlakeMastroianniBlake.Mastroianni@FLICKER.EXAMPLE.COM
912BoAshbyBo.Ashby@TATTLER.EXAMPLE.COM
913BobSharifBob.Sharif@TEAL.EXAMPLE.COM
916BrianDouglasBrian.Douglas@AVOCET.EXAMPLE.COM
917BrianBaldwinBrian.Baldwin@BECARD.EXAMPLE.COM
920BruceHulceBruce.Hulce@JACANA.EXAMPLE.COM
921BruceDunawayBruce.Dunaway@JUNCO.EXAMPLE.COM
923BrunoSlaterBruno.Slater@THRASHER.EXAMPLE.COM
927BryanBelushiBryan.Belushi@TOWHEE.EXAMPLE.COM
928BurtSpielbergBurt.Spielberg@TROGON.EXAMPLE.COM
929BurtNeesonBurt.Neeson@TURNSTONE.EXAMPLE.COM
931BusterEdwardsBuster.Edwards@KINGLET.EXAMPLE.COM
932BusterBogartBuster.Bogart@KISKADEE.EXAMPLE.COM
934C. ThomasNolteC.Thomas.Nolte@PHOEBE.EXAMPLE.COM
981DanielGueneyDaniel.Gueney@REDPOLL.EXAMPLE.COM
127CharlesBroderickCharles.Broderick@BITTERN.EXAMPLE.COM
132DorisSpacekDoris.Spacek@FLICKER.EXAMPLE.COM
137EliaBrandoElia.Brando@JUNCO.EXAMPLE.COM
173KathleenWalkenKathleen.Walken@VIREO.EXAMPLE.COM
178GraceBelushiGrace.Belushi@KILLDEER.EXAMPLE.COM
182LaurenDenchLauren.Dench@LONGSPUR.EXAMPLE.COM
187GraceDvrrieGrace.Dvrrie@PHOEBE.EXAMPLE.COM
212LuchinoFalkLuchino.Falk@OVENBIRD.EXAMPLE.COM
217BryanHustonBryan.Huston@PYRRHULOXIA.EXAMPLE.COM
222CaryStockwellCary.Stockwell@VIREO.EXAMPLE.COM
226AjayAndrewsAjay.Andrews@YELLOWTHROAT.EXAMPLE.COM
231DannyRourkeDanny.Rourke@BRANT.EXAMPLE.COM
255BrookeShepherdBrooke.Shepherd@KILLDEER.EXAMPLE.COM
260EllenKhanEllen.Khan@VERDIN.EXAMPLE.COM
264GeorgeAdjaniGeorge.Adjani@WILLET.EXAMPLE.COM
269KyleMartinKyle.Martin@EIDER.EXAMPLE.COM
273BoHitchcockBo.Hitchcock@ANHINGA.EXAMPLE.COM
339MarilouLandisMarilou.Landis@TATTLER.EXAMPLE.COM
344MarlonGodardMarlon.Godard@MOORHEN.EXAMPLE.COM
348KellyLangeKelly.Lange@SANDPIPER.EXAMPLE.COM
352KennethRedfordKenneth.Redford@REDSTART.EXAMPLE.COM
378MegSenMeg.Sen@COWBIRD.EXAMPLE.COM
449RickRomeroRick.Romero@LONGSPUR.EXAMPLE.COM
453RidleyYoungRidley.Young@CHUKAR.EXAMPLE.COM
463RobinAdjaniRobin.Adjani@MOORHEN.EXAMPLE.COM
470RogerMastroianniRoger.Mastroianni@CREEPER.EXAMPLE.COM
607SharmilaFondaSharmila.Fonda@BUFFLEHEAD.EXAMPLE.COM
627SivajiGielgudSivaji.Gielgud@BULBUL.EXAMPLE.COM
715MalcolmFieldMalcolm.Field@DOWITCHER.EXAMPLE.COM
727MargaretUstinovMargaret.Ustinov@ANHINGA.EXAMPLE.COM
755KevinClevelandKevin.Cleveland@WILLET.EXAMPLE.COM

Knowledge Check
If you’d like to confirm your understanding on JOINS and other fundamental concepts, consider solving a handful of my practice problems here.