INNER JOIN

In practice, the INNER JOIN is the most common join type used. Luckily, it’s also the most straightforward join type, returning records with matching values in both left and right, tables. Like other join types, the ON clause is used to specify what qualifies as “matching values.” It’s responsible for evaluating whether or not a value for an attribute or particular set of attributes can be found within a record or set of records within both tables. If this seems confusing, please consider checking out my introduction to JOINS page before continuing onto the examples below.

The data used throughout the examples on this page and captured in the two tables below can be found at livesql.oracle.com. The same is true for the customers and orders tables used later in this discussion.

Employees
The employees table contains one row per employee.

employee_idfirst_namelast_nameemailphone_numberhire_datejob_idsalarycommission_pctmanager_iddepartment_id
100StevenKingSKING515.123.456717-Jun-03AD_PRES2400090
101NeenaKochharNKOCHHAR515.123.456821-Sep-05AD_VP1700010090
102LexDe HaanLDEHAAN515.123.456913-Jan-01AD_VP1700010090
103AlexanderHunoldAHUNOLD590.423.45673-Jan-06IT_PROG900010260
104BruceErnstBERNST590.423.456821-May-07IT_PROG600010360
105DavidAustinDAUSTIN590.423.456925-Jun-05IT_PROG480010360
106ValliPataballaVPATABAL590.423.45605-Feb-06IT_PROG480010360
107DianaLorentzDLORENTZ590.423.55677-Feb-07IT_PROG420010360
108NancyGreenbergNGREENBE515.124.456917-Aug-02FI_MGR12008101100
109DanielFavietDFAVIET515.124.416916-Aug-02FI_ACCOUNT9000108100
110JohnChenJCHEN515.124.426928-Sep-05FI_ACCOUNT8200108100
111IsmaelSciarraISCIARRA515.124.436930-Sep-05FI_ACCOUNT7700108100
112Jose ManuelUrmanJMURMAN515.124.44697-Mar-06FI_ACCOUNT7800108100
113LuisPoppLPOPP515.124.45677-Dec-07FI_ACCOUNT6900108100
114DenRaphaelyDRAPHEAL515.127.45617-Dec-02PU_MAN1100010030
115AlexanderKhooAKHOO515.127.456218-May-03PU_CLERK310011430
116ShelliBaidaSBAIDA515.127.456324-Dec-05PU_CLERK290011430
117SigalTobiasSTOBIAS515.127.456424-Jul-05PU_CLERK280011430
118GuyHimuroGHIMURO515.127.456515-Nov-06PU_CLERK260011430
119KarenColmenaresKCOLMENA515.127.456610-Aug-07PU_CLERK250011430
120MatthewWeissMWEISS650.123.123418-Jul-04ST_MAN800010050
121AdamFrippAFRIPP650.123.223410-Apr-05ST_MAN820010050
122PayamKauflingPKAUFLIN650.123.32341-May-03ST_MAN790010050
123ShantaVollmanSVOLLMAN650.123.423410-Oct-05ST_MAN650010050
124KevinMourgosKMOURGOS650.123.523416-Nov-07ST_MAN580010050
125JuliaNayerJNAYER650.124.121416-Jul-05ST_CLERK320012050
126IreneMikkilineniIMIKKILI650.124.122428-Sep-06ST_CLERK270012050
127JamesLandryJLANDRY650.124.133414-Jan-07ST_CLERK240012050
128StevenMarkleSMARKLE650.124.14348-Mar-08ST_CLERK220012050
129LauraBissotLBISSOT650.124.523420-Aug-05ST_CLERK330012150
130MozheAtkinsonMATKINSO650.124.623430-Oct-05ST_CLERK280012150
131JamesMarlowJAMRLOW650.124.723416-Feb-05ST_CLERK250012150
132TJOlsonTJOLSON650.124.823410-Apr-07ST_CLERK210012150
133JasonMallinJMALLIN650.127.193414-Jun-04ST_CLERK330012250
134MichaelRogersMROGERS650.127.183426-Aug-06ST_CLERK290012250
135KiGeeKGEE650.127.173412-Dec-07ST_CLERK240012250
136HazelPhiltankerHPHILTAN650.127.16346-Feb-08ST_CLERK220012250
137RenskeLadwigRLADWIG650.121.123414-Jul-03ST_CLERK360012350
138StephenStilesSSTILES650.121.203426-Oct-05ST_CLERK320012350
139JohnSeoJSEO650.121.201912-Feb-06ST_CLERK270012350
140JoshuaPatelJPATEL650.121.18346-Apr-06ST_CLERK250012350
141TrennaRajsTRAJS650.121.800917-Oct-03ST_CLERK350012450
142CurtisDaviesCDAVIES650.121.299429-Jan-05ST_CLERK310012450
143RandallMatosRMATOS650.121.287415-Mar-06ST_CLERK260012450
144PeterVargasPVARGAS650.121.20049-Jul-06ST_CLERK250012450
145JohnRussellJRUSSEL011.44.1344.4292681-Oct-04SA_MAN140000.410080
146KarenPartnersKPARTNER011.44.1344.4672685-Jan-05SA_MAN135000.310080
147AlbertoErrazurizAERRAZUR011.44.1344.42927810-Mar-05SA_MAN120000.310080
148GeraldCambraultGCAMBRAU011.44.1344.61926815-Oct-07SA_MAN110000.310080
149EleniZlotkeyEZLOTKEY011.44.1344.42901829-Jan-08SA_MAN105000.210080
150PeterTuckerPTUCKER011.44.1344.12926830-Jan-05SA_REP100000.314580
151DavidBernsteinDBERNSTE011.44.1344.34526824-Mar-05SA_REP95000.2514580
152PeterHallPHALL011.44.1344.47896820-Aug-05SA_REP90000.2514580
153ChristopherOlsenCOLSEN011.44.1344.49871830-Mar-06SA_REP80000.214580
154NanetteCambraultNCAMBRAU011.44.1344.9876689-Dec-06SA_REP75000.214580
155OliverTuvaultOTUVAULT011.44.1344.48650823-Nov-07SA_REP70000.1514580
156JanetteKingJKING011.44.1345.42926830-Jan-04SA_REP100000.3514680
157PatrickSullyPSULLY011.44.1345.9292684-Mar-04SA_REP95000.3514680
158AllanMcEwenAMCEWEN011.44.1345.8292681-Aug-04SA_REP90000.3514680
159LindseySmithLSMITH011.44.1345.72926810-Mar-05SA_REP80000.314680
160LouiseDoranLDORAN011.44.1345.62926815-Dec-05SA_REP75000.314680
161SarathSewallSSEWALL011.44.1345.5292683-Nov-06SA_REP70000.2514680
162ClaraVishneyCVISHNEY011.44.1346.12926811-Nov-05SA_REP105000.2514780
163DanielleGreeneDGREENE011.44.1346.22926819-Mar-07SA_REP95000.1514780
164MatteaMarvinsMMARVINS011.44.1346.32926824-Jan-08SA_REP72000.114780
165DavidLeeDLEE011.44.1346.52926823-Feb-08SA_REP68000.114780
166SundarAndeSANDE011.44.1346.62926824-Mar-08SA_REP64000.114780
167AmitBandaABANDA011.44.1346.72926821-Apr-08SA_REP62000.114780
168LisaOzerLOZER011.44.1343.92926811-Mar-05SA_REP115000.2514880
169HarrisonBloomHBLOOM011.44.1343.82926823-Mar-06SA_REP100000.214880
170TaylerFoxTFOX011.44.1343.72926824-Jan-06SA_REP96000.214880
171WilliamSmithWSMITH011.44.1343.62926823-Feb-07SA_REP74000.1514880
172ElizabethBatesEBATES011.44.1343.52926824-Mar-07SA_REP73000.1514880
173SunditaKumarSKUMAR011.44.1343.32926821-Apr-08SA_REP61000.114880
174EllenAbelEABEL011.44.1644.42926711-May-04SA_REP110000.314980
175AlyssaHuttonAHUTTON011.44.1644.42926619-Mar-05SA_REP88000.2514980
176JonathonTaylorJTAYLOR011.44.1644.42926524-Mar-06SA_REP86000.214980
177JackLivingstonJLIVINGS011.44.1644.42926423-Apr-06SA_REP84000.214980
178KimberelyGrantKGRANT011.44.1644.42926324-May-07SA_REP70000.15149
179CharlesJohnsonCJOHNSON011.44.1644.4292624-Jan-08SA_REP62000.114980
180WinstonTaylorWTAYLOR650.507.987624-Jan-06SH_CLERK320012050
181JeanFleaurJFLEAUR650.507.987723-Feb-06SH_CLERK310012050
182MarthaSullivanMSULLIVA650.507.987821-Jun-07SH_CLERK250012050
183GirardGeoniGGEONI650.507.98793-Feb-08SH_CLERK280012050
184NanditaSarchandNSARCHAN650.509.187627-Jan-04SH_CLERK420012150
185AlexisBullABULL650.509.287620-Feb-05SH_CLERK410012150
186JuliaDellingerJDELLING650.509.387624-Jun-06SH_CLERK340012150
187AnthonyCabrioACABRIO650.509.48767-Feb-07SH_CLERK300012150
188KellyChungKCHUNG650.505.187614-Jun-05SH_CLERK380012250
189JenniferDillyJDILLY650.505.287613-Aug-05SH_CLERK360012250
190TimothyGatesTGATES650.505.387611-Jul-06SH_CLERK290012250
191RandallPerkinsRPERKINS650.505.487619-Dec-07SH_CLERK250012250
192SarahBellSBELL650.501.18764-Feb-04SH_CLERK400012350
193BritneyEverettBEVERETT650.501.28763-Mar-05SH_CLERK390012350
194SamuelMcCainSMCCAIN650.501.38761-Jul-06SH_CLERK320012350
195VanceJonesVJONES650.501.487617-Mar-07SH_CLERK280012350
196AlanaWalshAWALSH650.507.981124-Apr-06SH_CLERK310012450
197KevinFeeneyKFEENEY650.507.982223-May-06SH_CLERK300012450
198DonaldOConnellDOCONNEL650.507.983321-Jun-07SH_CLERK260012450
199DouglasGrantDGRANT650.507.984413-Jan-08SH_CLERK260012450
200JenniferWhalenJWHALEN515.123.444417-Sep-03AD_ASST440010110
201MichaelHartsteinMHARTSTE515.123.555517-Feb-04MK_MAN1300010020
202PatFayPFAY603.123.666617-Aug-05MK_REP600020120
203SusanMavrisSMAVRIS515.123.77777-Jun-02HR_REP650010140
204HermannBaerHBAER515.123.88887-Jun-02PR_REP1000010170
205ShelleyHigginsSHIGGINS515.123.80807-Jun-02AC_MGR12008101110
206WilliamGietzWGIETZ515.123.81817-Jun-02AC_ACCOUNT8300205110

Departments
The departments table contains one row per department.

department_iddepartment_namemanager_idlocation_id
10Administration2001700
20Marketing2011800
30Purchasing1141700
40Human Resources2032400
50Shipping1211500
60IT1031400
70Public Relations2042700
80Sales1452500
90Executive1001700
100Finance1081700
110Accounting2051700
120Treasury1700
130Corporate Tax1700
140Control And Credit1700
150Shareholder Services1700
160Benefits1700
170Manufacturing1700
180Construction1700
190Contracting1700
200Operations1700
210IT Support1700
220NOC1700
230IT Helpdesk1700
240Government Sales1700
250Retail Sales1700
260Recruiting1700
270Payroll1700

Real-world Problem 1
Human resources wishes to determine the number of employees within each department. They’ve reached out to you to generate a report containing this information. Because memorizing the department IDs is not the best use of their time, they’ve asked the report to contain the actual department name instead of the ID associated with the department. Additionally, the human resources department and associated employee count should be excluded from the report. For ease of use the report should be sorted by the number of employees, descending.

Below is the code required to meet this problem’s reporting requirements and the corresponding result set returned. Notice the INNER JOIN criteria specified in the ON clause requires the department ID value represented in an employee record to match a department ID value in a department record. If a match in both tables is found, then the record is returned and the data from each table represented within a single row. Additionally, take note that the condition in the WHERE clause to exclude the human resources department from the result set could instead be placed as an additional predicate/filter in the ON clause. Use caution when doing so as results can differ when other join types are used.

-- Retrieve the number of employees per department, excluding the HR department.
SELECT
	COUNT(hr.employees.department_id) AS employee_count,
	hr.departments.department_name
FROM
	hr.employees
	INNER JOIN
	hr.departments
		ON hr.employees.department_id = hr.departments.department_id
WHERE
    hr.departments.department_name != 'Human Resources'
GROUP BY
	hr.departments.department_name
ORDER BY
	employee_count DESC;
employee_countdepartment_name
45Shipping
34Sales
6Finance
6Purchasing
5IT
3Executive
2Marketing
2Accounting
1Administration
1Public Relations

Before moving onto the next real-world problem, first consider the two tables below.

Customers
The customers table contains one row per customer.

customer_idcust_first_namecust_last_namenls_territorycredit_limitcust_emailaccount_mgr_iddate_of_birthmarital_statusgenderincome_level
144SivajiLandisAMERICA500Sivaji.Landis@GOLDENEYE.EXAMPLE.COM1459-Feb-70marriedMF: 110,000 – 129,999
145MammuttiPacinoAMERICA500Mammutti.Pacino@GREBE.EXAMPLE.COM14519-Feb-46singleMF: 110,000 – 129,999
146EliaFawcettAMERICA500Elia.Fawcett@JACANA.EXAMPLE.COM14512-Mar-63marriedFL: 300,000 and above
147IshwaryaRobertsAMERICA600Ishwarya.Roberts@LAPWING.EXAMPLE.COM14521-Mar-44singleFG: 130,000 – 149,999
148GustavSteenburgenAMERICA600Gustav.Steenburgen@PINTAIL.EXAMPLE.COM14510-Apr-50marriedMF: 110,000 – 129,999
149MarkusRamplingAMERICA600Markus.Rampling@PUFFIN.EXAMPLE.COM14520-Apr-41singleMD: 70,000 – 89,999
150GoldieSlaterAMERICA700Goldie.Slater@PYRRHULOXIA.EXAMPLE.COM14511-May-51marriedMD: 70,000 – 89,999
151DivineAykroydAMERICA700Divine.Aykroyd@REDSTART.EXAMPLE.COM14520-May-76singleMF: 110,000 – 129,999
152DieterMatthauAMERICA700Dieter.Matthau@VERDIN.EXAMPLE.COM1459-Jun-22marriedMA: Below 30,000
153DivineSheenAMERICA700Divine.Sheen@COWBIRD.EXAMPLE.COM14520-Jun-67singleMI: 170,000 – 189,999
154FredericGrodinAMERICA700Frederic.Grodin@CREEPER.EXAMPLE.COM14529-Jun-65singleFL: 300,000 and above
155FredericoRomeroAMERICA700Frederico.Romero@CURLEW.EXAMPLE.COM1459-Jul-42marriedME: 90,000 – 109,999
156GoldieMontandAMERICA700Goldie.Montand@DIPPER.EXAMPLE.COM1459-Aug-55marriedFF: 110,000 – 129,999
157SidneyCapshawAMERICA700Sidney.Capshaw@DUNLIN.EXAMPLE.COM14518-Aug-69singleMG: 130,000 – 149,999
158FredericoLyonAMERICA700Frederico.Lyon@FLICKER.EXAMPLE.COM1457-Sep-70marriedMJ: 190,000 – 249,999
159EddieBoyerAMERICA700Eddie.Boyer@GALLINULE.EXAMPLE.COM1457-Oct-53marriedMG: 130,000 – 149,999
160EddieSternAMERICA700Eddie.Stern@GODWIT.EXAMPLE.COM1456-Nov-50marriedMG: 130,000 – 149,999
161ErnestWeaverAMERICA900Ernest.Weaver@GROSBEAK.EXAMPLE.COM14516-Nov-42singleMB: 30,000 – 49,999
162ErnestGeorgeAMERICA900Ernest.George@LAPWING.EXAMPLE.COM1457-Dec-75marriedMD: 70,000 – 89,999
164CharlotteKazanAMERICA1200Charlotte.Kazan@MERGANSER.EXAMPLE.COM1455-Jan-54marriedMI: 170,000 – 189,999
165CharlotteFondaAMERICA1200Charlotte.Fonda@MOORHEN.EXAMPLE.COM1455-Feb-56marriedMJ: 190,000 – 249,999
166DheerajAlexanderAMERICA1200Dheeraj.Alexander@NUTHATCH.EXAMPLE.COM14514-Feb-50singleFG: 130,000 – 149,999
167GerardHersheyAMERICA1200Gerard.Hershey@PARULA.EXAMPLE.COM1456-Mar-48marriedMD: 70,000 – 89,999
169DheerajDavisAMERICA1200Dheeraj.Davis@PIPIT.EXAMPLE.COM1455-Apr-81marriedFF: 110,000 – 129,999
170Harry DeanFondaAMERICA1200HarryDean.Fonda@PLOVER.EXAMPLE.COM14515-Apr-88singleMG: 130,000 – 149,999
171HemaPowellAMERICA1200Hema.Powell@SANDERLING.EXAMPLE.COM1455-May-53marriedMD: 70,000 – 89,999
172Harry MeanPeckinpahAMERICA1200HarryMean.Peckinpah@VERDIN.EXAMPLE.COM14515-May-59singleMI: 170,000 – 189,999
174BlakeSeignierAMERICA1200Blake.Seignier@GALLINULE.EXAMPLE.COM14914-Jun-88singleMH: 150,000 – 169,999
175ClaudePowellAMERICA1200Claude.Powell@GODWIT.EXAMPLE.COM1494-Jul-46marriedMF: 110,000 – 129,999
176FayeGlennAMERICA1200Faye.Glenn@GREBE.EXAMPLE.COM14914-Jul-47singleFB: 30,000 – 49,999
177GerhardSeignierAMERICA1200Gerhard.Seignier@JACANA.EXAMPLE.COM1493-Aug-78marriedME: 90,000 – 109,999
179Harry deanForrestAMERICA1200Harrydean.Forrest@KISKADEE.EXAMPLE.COM14912-Sep-74singleMG: 130,000 – 149,999
180Harry deanCageAMERICA1200Harrydean.Cage@LAPWING.EXAMPLE.COM1492-Oct-75marriedFF: 110,000 – 129,999
181LaurenHersheyAMERICA1200Lauren.Hershey@LIMPKIN.EXAMPLE.COM14912-Oct-65singleFH: 150,000 – 169,999
183LaurenAltmanAMERICA1200Lauren.Altman@MERGANSER.EXAMPLE.COM1491-Nov-68marriedFC: 50,000 – 69,999
184Mary BethRobertsAMERICA1200MaryBeth.Roberts@NUTHATCH.EXAMPLE.COM14911-Nov-27singleMA: Below 30,000
262FredReynoldsAMERICA3600Fred.Reynolds@WATERTHRUSH.EXAMPLE.COM14913-Jul-58marriedMF: 110,000 – 129,999
263FredLithgowAMERICA3600Fred.Lithgow@WHIMBREL.EXAMPLE.COM14923-Jul-79singleMD: 70,000 – 89,999
265IreneLaughtonAMERICA3600Irene.Laughton@ANHINGA.EXAMPLE.COM14922-Aug-73singleFJ: 190,000 – 249,999
266PremCardinaleAMERICA3700Prem.Cardinale@BITTERN.EXAMPLE.COM1491-Sep-70singleML: 300,000 and above
267PremWalkenAMERICA3700Prem.Walken@BRANT.EXAMPLE.COM14511-Sep-53marriedFG: 130,000 – 149,999
268KyleSchneiderAMERICA3700Kyle.Schneider@DUNLIN.EXAMPLE.COM14521-Sep-52singleFG: 130,000 – 149,999
270MegDerekAMERICA3700Meg.Derek@FLICKER.EXAMPLE.COM14510-Nov-71marriedMF: 110,000 – 129,999
271ShelleyPeckinpahAMERICA3700Shelley.Peckinpah@GODWIT.EXAMPLE.COM14520-Nov-87singleFD: 70,000 – 89,999
272PremGarciaAMERICA3700Prem.Garcia@JACANA.EXAMPLE.COM14510-Dec-60marriedMI: 170,000 – 189,999
274BobMcCarthyAMERICA5000Bob.McCarthy@ANI.EXAMPLE.COM14919-Jan-46singleMA: Below 30,000
275DomMcQueenAMERICA5000Dom.McQueen@AUKLET.EXAMPLE.COM1498-Feb-84marriedFG: 130,000 – 149,999
276DomHoskinsAMERICA5000Dom.Hoskins@AVOCET.EXAMPLE.COM14910-Mar-51marriedME: 90,000 – 109,999
101ConstantinWellesAMERICA100Constantin.Welles@ANHINGA.EXAMPLE.COM14520-Feb-72marriedMB: 30,000 – 49,999
102HarrisonPacinoAMERICA100Harrison.Pacino@ANI.EXAMPLE.COM1452-Mar-53singleMI: 170,000 – 189,999
103ManishaTaylorAMERICA100Manisha.Taylor@AUKLET.EXAMPLE.COM14522-Mar-83marriedFH: 150,000 – 169,999
104HarrisonSutherlandAMERICA100Harrison.Sutherland@GODWIT.EXAMPLE.COM14531-Mar-72singleFH: 150,000 – 169,999
105MatthiasMacGrawAMERICA100Matthias.MacGraw@GOLDENEYE.EXAMPLE.COM14521-Apr-69marriedFC: 50,000 – 69,999
106MatthiasHannahAMERICA100Matthias.Hannah@GREBE.EXAMPLE.COM14530-Apr-60singleMF: 110,000 – 129,999
107MatthiasCruiseAMERICA100Matthias.Cruise@GROSBEAK.EXAMPLE.COM14521-May-69marriedFG: 130,000 – 149,999
108MeenakshiMasonAMERICA100Meenakshi.Mason@JACANA.EXAMPLE.COM14520-Jun-57marriedMH: 150,000 – 169,999
109ChristianCageAMERICA100Christian.Cage@KINGLET.EXAMPLE.COM14530-Jun-38singleMF: 110,000 – 129,999
110CharlieSutherlandAMERICA200Charlie.Sutherland@LIMPKIN.EXAMPLE.COM14520-Jul-51marriedMG: 130,000 – 149,999
111CharliePacinoAMERICA200Charlie.Pacino@LONGSPUR.EXAMPLE.COM14529-Jul-48singleMG: 130,000 – 149,999
112GuillaumeJacksonAMERICA200Guillaume.Jackson@MOORHEN.EXAMPLE.COM14519-Aug-54marriedMI: 170,000 – 189,999
113DanielCostnerAMERICA200Daniel.Costner@PARULA.EXAMPLE.COM14529-Aug-77singleMI: 170,000 – 189,999
114DianneDerekAMERICA200Dianne.Derek@SAW-WHET.EXAMPLE.COM14517-Sep-48marriedMH: 150,000 – 169,999
115GeraldineSchneiderAMERICA200Geraldine.Schneider@SCAUP.EXAMPLE.COM14518-Oct-31marriedMB: 30,000 – 49,999
116GeraldineMartinAMERICA200Geraldine.Martin@SCOTER.EXAMPLE.COM14528-Oct-27singleMA: Below 30,000
117GuillaumeEdwardsAMERICA200Guillaume.Edwards@SHRIKE.EXAMPLE.COM14516-Nov-52marriedME: 90,000 – 109,999
118MauriceMahoneyAMERICA200Maurice.Mahoney@SNIPE.EXAMPLE.COM14527-Nov-66singleMF: 110,000 – 129,999
119MauriceHasanAMERICA200Maurice.Hasan@STILT.EXAMPLE.COM14517-Dec-65marriedMG: 130,000 – 149,999
120DianeHigginsAMERICA200Diane.Higgins@TANAGER.EXAMPLE.COM14526-Dec-84singleMH: 150,000 – 169,999
121DianneSenAMERICA200Dianne.Sen@TATTLER.EXAMPLE.COM14515-Jan-53marriedMH: 150,000 – 169,999
122MauriceDaltreyAMERICA200Maurice.Daltrey@TEAL.EXAMPLE.COM14515-Feb-43marriedMA: Below 30,000
185MatthewWrightAMERICA1200Matthew.Wright@OVENBIRD.EXAMPLE.COM1491-Dec-59marriedFG: 130,000 – 149,999
186MeenaAlexanderAMERICA1200Meena.Alexander@PARULA.EXAMPLE.COM14911-Dec-61singleFK: 250,000 – 299,999
188CharlotteBuckleyAMERICA1200Charlotte.Buckley@PINTAIL.EXAMPLE.COM14910-Jan-49singleFF: 110,000 – 129,999
277DonSiegelAMERICA5000Don.Siegel@BITTERN.EXAMPLE.COM14920-Mar-50singleMB: 30,000 – 49,999
278GvtzBradfordAMERICA5000Gvtz.Bradford@BULBUL.EXAMPLE.COM1498-Apr-64marriedMK: 250,000 – 299,999
279HollyKurosawaAMERICA5000Holly.Kurosawa@CARACARA.EXAMPLE.COM14919-Apr-61singleMI: 170,000 – 189,999
280RobMacLaineAMERICA5000Rob.MacLaine@COOT.EXAMPLE.COM1499-May-49marriedMB: 30,000 – 49,999
281DonBarkinAMERICA5000Don.Barkin@CORMORANT.EXAMPLE.COM14918-May-56singleMI: 170,000 – 189,999
282KurtDansonAMERICA5000Kurt.Danson@COWBIRD.EXAMPLE.COM1457-Jun-88marriedMH: 150,000 – 169,999
283KurtHeardAMERICA5000Kurt.Heard@CURLEW.EXAMPLE.COM14518-Jun-94singleMH: 150,000 – 169,999
308GlendaDunawayCHINA1200Glenda.Dunaway@DOWITCHER.EXAMPLE.COM1488-Jul-57marriedMC: 50,000 – 69,999
309GlendaBatesCHINA1200Glenda.Bates@DIPPER.EXAMPLE.COM14818-Jul-55singleMF: 110,000 – 129,999
323GoetzFalkINDIA5000Goetz.Falk@VEERY.EXAMPLE.COM1486-Aug-80marriedFG: 130,000 – 149,999
326HalOlinGERMANY2400Hal.Olin@FLICKER.EXAMPLE.COM1476-Sep-59marriedFH: 150,000 – 169,999
327HannahKanthGERMANY2400Hannah.Kanth@GADWALL.EXAMPLE.COM14715-Sep-56singleMF: 110,000 – 129,999
328HannahFieldGERMANY2400Hannah.Field@GALLINULE.EXAMPLE.COM1476-Oct-85marriedFG: 130,000 – 149,999
333MargretPowellITALY1200Margret.Powell@ANI.EXAMPLE.COM14716-Oct-53singleMG: 130,000 – 149,999
334Harry MeanTaylorAMERICA1200HarryMean.Taylor@REDPOLL.EXAMPLE.COM14715-Nov-81singleMI: 170,000 – 189,999
335MargritGarnerITALY500Margrit.Garner@STILT.EXAMPLE.COM1475-Dec-82marriedFH: 150,000 – 169,999
337MariaWardenITALY500Maria.Warden@TANAGER.EXAMPLE.COM1473-Jan-73marriedFB: 30,000 – 49,999
361MarilouChapmanITALY500Marilou.Chapman@TEAL.EXAMPLE.COM14711-Aug-89singleFD: 70,000 – 89,999
363KathyLambertITALY2400Kathy.Lambert@COOT.EXAMPLE.COM14731-Aug-56marriedMC: 50,000 – 69,999
360HelmutCapshawCHINA3600Helmut.Capshaw@TROGON.EXAMPLE.COM1481-Aug-77marriedMJ: 190,000 – 249,999
341KeirGeorgeITALY700Keir.George@VIREO.EXAMPLE.COM1473-Feb-63marriedFE: 90,000 – 109,999
342MarlonLaughtonITALY2400Marlon.Laughton@CORMORANT.EXAMPLE.COM14713-Feb-47singleFF: 110,000 – 129,999
343KeirChandarITALY700Keir.Chandar@WATERTHRUSH.EXAMPLE.COM1474-Mar-60marriedMG: 130,000 – 149,999
345KeirWeaverITALY700Keir.Weaver@WHIMBREL.EXAMPLE.COM1474-Apr-62marriedMH: 150,000 – 169,999
346MarlonClaptonITALY2400Marlon.Clapton@COWBIRD.EXAMPLE.COM14713-Apr-88marriedMK: 250,000 – 299,999
347KellyQuinlanITALY3600Kelly.Quinlan@PYRRHULOXIA.EXAMPLE.COM1473-May-29marriedFA: Below 30,000
349KenGlennITALY3600Ken.Glenn@SAW-WHET.EXAMPLE.COM1473-Jun-67marriedMK: 250,000 – 299,999
350KenChopraITALY3600Ken.Chopra@SCAUP.EXAMPLE.COM14713-Jun-51singleFF: 110,000 – 129,999
351KenWendersITALY3600Ken.Wenders@REDPOLL.EXAMPLE.COM1473-Jul-62marriedFF: 110,000 – 129,999
380MerylHoldenINDIA3700Meryl.Holden@DIPPER.EXAMPLE.COM14810-Oct-61singleFH: 150,000 – 169,999
447RichardCoppolaITALY500Richard.Coppola@SISKIN.EXAMPLE.COM14730-Oct-81marriedFC: 50,000 – 69,999
448RichardWintersITALY500Richard.Winters@SNIPE.EXAMPLE.COM14730-Nov-54marriedMF: 110,000 – 129,999
450RickLyonITALY1500Rick.Lyon@MERGANSER.EXAMPLE.COM1471-Jan-41marriedFF: 110,000 – 129,999
451RidleyHackmanITALY700Ridley.Hackman@ANHINGA.EXAMPLE.COM14711-Jan-50singleFH: 150,000 – 169,999
452RidleyCoyoteITALY700Ridley.Coyote@ANI.EXAMPLE.COM14731-Jan-49marriedMF: 110,000 – 129,999
454RobRussellINDIA5000Rob.Russell@VERDIN.EXAMPLE.COM1482-Mar-77marriedME: 90,000 – 109,999
458Robertde NiroINDIA3700Robert.deNiro@DOWITCHER.EXAMPLE.COM14812-Mar-86singleFH: 150,000 – 169,999
466RodolfoHersheyINDIA5000Rodolfo.Hershey@VIREO.EXAMPLE.COM14811-Apr-47singleMF: 110,000 – 129,999
467RodolfoDenchINDIA5000Rodolfo.Dench@SCOTER.EXAMPLE.COM1481-May-71marriedFF: 110,000 – 129,999
468RodolfoAltmanINDIA5000Rodolfo.Altman@SHRIKE.EXAMPLE.COM14811-May-83singleFF: 110,000 – 129,999
189GenaHarrisAMERICA1200Gena.Harris@PIPIT.EXAMPLE.COM14930-Jan-55marriedMF: 110,000 – 129,999
190GenaCurtisAMERICA1200Gena.Curtis@PLOVER.EXAMPLE.COM1499-Feb-82singleMJ: 190,000 – 249,999
191MaureenSandersAMERICA1200Maureen.Sanders@PUFFIN.EXAMPLE.COM14929-Feb-24marriedMA: Below 30,000
192SeanStockwellAMERICA1200Sean.Stockwell@PYRRHULOXIA.EXAMPLE.COM14930-Mar-56marriedMI: 170,000 – 189,999
193Harry deanKinskiAMERICA1200Harrydean.Kinski@REDPOLL.EXAMPLE.COM14930-Apr-55marriedMD: 70,000 – 89,999
194KathleenGarciaAMERICA1200Kathleen.Garcia@REDSTART.EXAMPLE.COM14930-May-71marriedFI: 170,000 – 189,999
195SeanOlinAMERICA1200Sean.Olin@SCAUP.EXAMPLE.COM1499-Jun-86singleFF: 110,000 – 129,999
196GerardDenchAMERICA1200Gerard.Dench@SCOTER.EXAMPLE.COM14929-Jun-53marriedFE: 90,000 – 109,999
197GerardAltmanAMERICA1200Gerard.Altman@SHRIKE.EXAMPLE.COM1498-Jul-84singleFF: 110,000 – 129,999
198Maureende FunesAMERICA1200Maureen.deFunes@SISKIN.EXAMPLE.COM14929-Jul-49marriedFD: 70,000 – 89,999
199ClintChapmanAMERICA1400Clint.Chapman@SNIPE.EXAMPLE.COM1497-Aug-52singleFF: 110,000 – 129,999
200ClintGielgudAMERICA1400Clint.Gielgud@STILT.EXAMPLE.COM14928-Aug-78marriedFE: 90,000 – 109,999
201EricPrashantAMERICA1400Eric.Prashant@TATTLER.EXAMPLE.COM14927-Sep-43marriedFC: 50,000 – 69,999
202IngridWellesAMERICA1400Ingrid.Welles@TEAL.EXAMPLE.COM14927-Oct-39marriedMD: 70,000 – 89,999
203IngridRamplingAMERICA1400Ingrid.Rampling@WIGEON.EXAMPLE.COM1495-Nov-48singleMF: 110,000 – 129,999
204CliffPuriAMERICA1400Cliff.Puri@CORMORANT.EXAMPLE.COM14926-Nov-61marriedMJ: 190,000 – 249,999
205EmilyPollackAMERICA1400Emily.Pollack@DIPPER.EXAMPLE.COM1496-Dec-55singleML: 300,000 and above
206FritzHackmanAMERICA1400Fritz.Hackman@DUNLIN.EXAMPLE.COM14926-Dec-83marriedFG: 130,000 – 149,999
207CybillLaughtonAMERICA1400Cybill.Laughton@EIDER.EXAMPLE.COM1494-Jan-89singleMF: 110,000 – 129,999
208CyndiGriemAMERICA1400Cyndi.Griem@GALLINULE.EXAMPLE.COM14925-Jan-56marriedME: 90,000 – 109,999
209CyndiCollinsAMERICA1400Cyndi.Collins@GODWIT.EXAMPLE.COM1494-Feb-46singleMD: 70,000 – 89,999
210CybillClaptonAMERICA1400Cybill.Clapton@GOLDENEYE.EXAMPLE.COM14924-Feb-74marriedFD: 70,000 – 89,999
211LuchinoJordanAMERICA1500Luchino.Jordan@GREBE.EXAMPLE.COM1496-Mar-83singleFA: Below 30,000
213LuchinoBradfordAMERICA1500Luchino.Bradford@PARULA.EXAMPLE.COM14924-Apr-76marriedMA: Below 30,000
214RobinDansonAMERICA1500Robin.Danson@PHAINOPEPLA.EXAMPLE.COM1495-May-46singleMF: 110,000 – 129,999
215OrsonPerkinsAMERICA1900Orson.Perkins@PINTAIL.EXAMPLE.COM14924-May-85marriedME: 90,000 – 109,999
216OrsonKoiralaAMERICA1900Orson.Koirala@PIPIT.EXAMPLE.COM1494-Jun-79singleFJ: 190,000 – 249,999
218BryanDvrrieAMERICA2300Bryan.Dvrrie@REDPOLL.EXAMPLE.COM1494-Jul-66singleFG: 130,000 – 149,999
219AjaySenAMERICA2300Ajay.Sen@TROGON.EXAMPLE.COM14913-Jul-77singleMK: 250,000 – 299,999
220CarolJordanAMERICA2300Carol.Jordan@TURNSTONE.EXAMPLE.COM14923-Jul-76marriedMI: 170,000 – 189,999
221CarolBradfordAMERICA2300Carol.Bradford@VERDIN.EXAMPLE.COM1492-Aug-53singleMG: 130,000 – 149,999
223CaryOlinAMERICA2300Cary.Olin@WATERTHRUSH.EXAMPLE.COM1492-Sep-35singleMD: 70,000 – 89,999
224ClaraKrigeAMERICA2300Clara.Krige@WHIMBREL.EXAMPLE.COM14922-Sep-59marriedMH: 150,000 – 169,999
225ClaraGanesanAMERICA2300Clara.Ganesan@WIGEON.EXAMPLE.COM1492-Oct-59singleFI: 170,000 – 189,999
227KathyPrashantAMERICA2400Kathy.Prashant@ANI.EXAMPLE.COM1491-Nov-83singleMJ: 190,000 – 249,999
228GrahamNeesonAMERICA2400Graham.Neeson@AUKLET.EXAMPLE.COM14920-Nov-41marriedME: 90,000 – 109,999
229IanChapmanAMERICA2400Ian.Chapman@AVOCET.EXAMPLE.COM14930-Nov-65singleMD: 70,000 – 89,999
230DannyWrightAMERICA2400Danny.Wright@BITTERN.EXAMPLE.COM14920-Dec-48marriedMF: 110,000 – 129,999
232DonaldHunterAMERICA2400Donald.Hunter@CHACHALACA.EXAMPLE.COM14520-Jan-60marriedMG: 130,000 – 149,999
233GrahamSpielbergAMERICA2400Graham.Spielberg@CHUKAR.EXAMPLE.COM14529-Jan-70singleMD: 70,000 – 89,999
234DanRobertsAMERICA2400Dan.Roberts@NUTHATCH.EXAMPLE.COM14518-Feb-73marriedMI: 170,000 – 189,999
235EdwardOatesAMERICA2400Edward.Oates@OVENBIRD.EXAMPLE.COM14521-Mar-55marriedME: 90,000 – 109,999
236EdwardJuliusAMERICA2400Edward.Julius@PARULA.EXAMPLE.COM14530-Mar-86singleMF: 110,000 – 129,999
237FarrahQuinlanAMERICA2400Farrah.Quinlan@PHAINOPEPLA.EXAMPLE.COM14519-Apr-48marriedMA: Below 30,000
238FarrahLangeAMERICA2400Farrah.Lange@PHALAROPE.EXAMPLE.COM14519-May-81marriedMF: 110,000 – 129,999
239HalStockwellAMERICA2400Hal.Stockwell@PHOEBE.EXAMPLE.COM14529-May-66singleMH: 150,000 – 169,999
240MalcolmKanthAMERICA2400Malcolm.Kanth@PIPIT.EXAMPLE.COM14519-Jun-55marriedFH: 150,000 – 169,999
241MalcolmBroderickAMERICA2400Malcolm.Broderick@PLOVER.EXAMPLE.COM14528-Jun-52singleMF: 110,000 – 129,999
242MaryLemmonAMERICA2400Mary.Lemmon@PUFFIN.EXAMPLE.COM14518-Jul-62marriedMK: 250,000 – 299,999
243MaryCollinsAMERICA2400Mary.Collins@PYRRHULOXIA.EXAMPLE.COM14518-Aug-55marriedFF: 110,000 – 129,999
244MattGueneyAMERICA2400Matt.Gueney@REDPOLL.EXAMPLE.COM14527-Aug-52singleMG: 130,000 – 149,999
245Maxvon SydowAMERICA2400Max.vonSydow@REDSTART.EXAMPLE.COM1457-Sep-67singleMK: 250,000 – 299,999
246MaxSchellAMERICA2400Max.Schell@SANDERLING.EXAMPLE.COM14516-Sep-84marriedMF: 110,000 – 129,999
247CyndaWhitcraftAMERICA2400Cynda.Whitcraft@SANDPIPER.EXAMPLE.COM14516-Oct-54marriedMB: 30,000 – 49,999
248DonaldMinnelliAMERICA2400Donald.Minnelli@SCAUP.EXAMPLE.COM14526-Oct-53singleMF: 110,000 – 129,999
249HannahBroderickAMERICA2400Hannah.Broderick@SHRIKE.EXAMPLE.COM14516-Nov-75marriedMD: 70,000 – 89,999
250DanWilliamsAMERICA2400Dan.Williams@SISKIN.EXAMPLE.COM14525-Nov-84singleMA: Below 30,000
251RaulWilderAMERICA2500Raul.Wilder@STILT.EXAMPLE.COM14515-Dec-45marriedME: 90,000 – 109,999
252Shah RukhFieldAMERICA2500ShahRukh.Field@WHIMBREL.EXAMPLE.COM14525-Dec-57singleMI: 170,000 – 189,999
253SallyBogartAMERICA2500Sally.Bogart@WILLET.EXAMPLE.COM14514-Jan-85marriedMH: 150,000 – 169,999
254BruceBatesAMERICA3500Bruce.Bates@COWBIRD.EXAMPLE.COM14525-Jan-40singleMD: 70,000 – 89,999
256Bende NiroAMERICA3500Ben.deNiro@KINGLET.EXAMPLE.COM14524-Feb-80singleMI: 170,000 – 189,999
257EmmetWalkenAMERICA3600Emmet.Walken@LIMPKIN.EXAMPLE.COM14515-Mar-75marriedMB: 30,000 – 49,999
258EllenPalinAMERICA3600Ellen.Palin@LONGSPUR.EXAMPLE.COM14514-Apr-77marriedMH: 150,000 – 169,999
259Denholmvon SydowAMERICA3600Denholm.vonSydow@MERGANSER.EXAMPLE.COM14524-Apr-43singleFD: 70,000 – 89,999
261EmmetGarciaAMERICA3600Emmet.Garcia@VIREO.EXAMPLE.COM14913-Jun-61marriedMH: 150,000 – 169,999
124DianeMasonAMERICA200Diane.Mason@TROGON.EXAMPLE.COM14516-Mar-81marriedFK: 250,000 – 299,999
125DianneAndrewsAMERICA200Dianne.Andrews@TURNSTONE.EXAMPLE.COM14527-Mar-59singleFF: 110,000 – 129,999
126CharlesFieldAMERICA300Charles.Field@BECARD.EXAMPLE.COM14516-Apr-46marriedFF: 110,000 – 129,999
128IsabellaReedAMERICA300Isabella.Reed@BRANT.EXAMPLE.COM14516-May-54marriedFJ: 190,000 – 249,999
129LouisJacksonAMERICA400Louis.Jackson@CARACARA.EXAMPLE.COM14526-May-39singleMD: 70,000 – 89,999
130LouisEdwardsAMERICA400Louis.Edwards@CHACHALACA.EXAMPLE.COM14514-Jun-44marriedMC: 50,000 – 69,999
131DorisDuttAMERICA400Doris.Dutt@CHUKAR.EXAMPLE.COM14514-Jul-76marriedFC: 50,000 – 69,999
133KristinMaldenAMERICA400Kristin.Malden@GODWIT.EXAMPLE.COM14514-Aug-50marriedFC: 50,000 – 69,999
134SissyPuriAMERICA400Sissy.Puri@GREBE.EXAMPLE.COM14512-Sep-72marriedFF: 110,000 – 129,999
135DorisBel GeddesAMERICA400Doris.BelGeddes@GROSBEAK.EXAMPLE.COM14522-Sep-80singleFB: 30,000 – 49,999
136SissyWardenAMERICA400Sissy.Warden@JACANA.EXAMPLE.COM14512-Oct-44marriedFF: 110,000 – 129,999
138ManiFondaAMERICA500Mani.Fonda@KINGLET.EXAMPLE.COM14511-Nov-77marriedMF: 110,000 – 129,999
139PlacidoKubrickAMERICA500Placido.Kubrick@SCOTER.EXAMPLE.COM14522-Nov-42singleMF: 110,000 – 129,999
140ClaudiaKurosawaAMERICA500Claudia.Kurosawa@CHUKAR.EXAMPLE.COM14511-Dec-81marriedME: 90,000 – 109,999
141MaximilianHennerAMERICA500Maximilian.Henner@DUNLIN.EXAMPLE.COM14521-Dec-73singleMH: 150,000 – 169,999
143SachinNeesonAMERICA500Sachin.Neeson@GALLINULE.EXAMPLE.COM14520-Jan-62singleMF: 110,000 – 129,999
767Klaus MariaRussellITALY100KlausMaria.Russell@COOT.EXAMPLE.COM14720-Jan-70marriedMC: 50,000 – 69,999
771Krisde NiroITALY400Kris.deNiro@DUNLIN.EXAMPLE.COM14721-Mar-77marriedME: 90,000 – 109,999
826AlainBarkinSWITZERLAND500Alain.Barkin@VERDIN.EXAMPLE.COM14720-May-69marriedMA: Below 30,000
830AlbertDuttSWITZERLAND3500Albert.Dutt@CURLEW.EXAMPLE.COM14729-Aug-47singleMF: 110,000 – 129,999
850AmandaFinneySWITZERLAND2300Amanda.Finney@STILT.EXAMPLE.COM14723-Aug-91singleMJ: 190,000 – 249,999
905BillyHersheyINDIA1400Billy.Hershey@BULBUL.EXAMPLE.COM14822-Oct-87singleFG: 130,000 – 149,999
911BoDickinsonINDIA5000Bo.Dickinson@TANAGER.EXAMPLE.COM14811-Dec-81marriedMH: 150,000 – 169,999
919BrookeMichalkowINDIA3500Brooke.Michalkow@GROSBEAK.EXAMPLE.COM14819-Feb-62singleMD: 70,000 – 89,999
924BrunoMontandINDIA5000Bruno.Montand@TOWHEE.EXAMPLE.COM14820-Apr-34singleFD: 70,000 – 89,999
930BusterJacksonINDIA900Buster.Jackson@KILLDEER.EXAMPLE.COM1488-Jul-24marriedMA: Below 30,000
980DanielLorenINDIA200Daniel.Loren@REDSTART.EXAMPLE.COM14817-Sep-70singleMF: 110,000 – 129,999
473RolfAshbyINDIA5000Rolf.Ashby@WATERTHRUSH.EXAMPLE.COM14810-Jun-49singleMG: 130,000 – 149,999
474RomySharifINDIA5000Romy.Sharif@SNIPE.EXAMPLE.COM14829-Jun-76marriedMF: 110,000 – 129,999
475RomyMcCarthyINDIA5000Romy.McCarthy@STILT.EXAMPLE.COM14810-Jul-33singleFD: 70,000 – 89,999
476RosanneHopkinsINDIA300Rosanne.Hopkins@ANI.EXAMPLE.COM14830-Jul-79marriedMD: 70,000 – 89,999
477RosanneDouglasINDIA300Rosanne.Douglas@ANHINGA.EXAMPLE.COM1489-Aug-70singleFF: 110,000 – 129,999
478RosanneBaldwinINDIA300Rosanne.Baldwin@AUKLET.EXAMPLE.COM14829-Aug-67marriedFA: Below 30,000
479RoxanneShepherdINDIA1200Roxanne.Shepherd@DUNLIN.EXAMPLE.COM1488-Sep-63singleFI: 170,000 – 189,999
480RoxanneMichalkowINDIA1200Roxanne.Michalkow@EIDER.EXAMPLE.COM14818-Sep-73singleML: 300,000 and above
481RoyHulceINDIA5000Roy.Hulce@SISKIN.EXAMPLE.COM14828-Sep-67marriedFE: 90,000 – 109,999
482RoyDunawayINDIA5000Roy.Dunaway@WHIMBREL.EXAMPLE.COM14828-Oct-55marriedFF: 110,000 – 129,999
483RoyBatesINDIA5000Roy.Bates@WIGEON.EXAMPLE.COM1487-Nov-42singleMG: 130,000 – 149,999
487RufusDvrrieINDIA1900Rufus.Dvrrie@PLOVER.EXAMPLE.COM14826-Nov-60marriedMJ: 190,000 – 249,999
488RufusBelushiINDIA1900Rufus.Belushi@PUFFIN.EXAMPLE.COM14826-Dec-52marriedMG: 130,000 – 149,999
492SallyEdwardsINDIA2500Sally.Edwards@TURNSTONE.EXAMPLE.COM1486-Jan-80marriedFK: 250,000 – 299,999
496ScottJordanINDIA5000Scott.Jordan@WILLET.EXAMPLE.COM14825-Jan-45marriedFG: 130,000 – 149,999
605ShammiPacinoINDIA500Shammi.Pacino@BITTERN.EXAMPLE.COM1485-Feb-59singleFB: 30,000 – 49,999
606SharmilaKazanINDIA500Sharmila.Kazan@BRANT.EXAMPLE.COM14825-Feb-38marriedFD: 70,000 – 89,999
609ShelleyTaylorINDIA3700Shelley.Taylor@CURLEW.EXAMPLE.COM14826-Mar-57marriedFI: 170,000 – 189,999
615ShyamPlummerINDIA2500Shyam.Plummer@VEERY.EXAMPLE.COM14825-Apr-69marriedMJ: 190,000 – 249,999
621SilkKurosawaINDIA1500Silk.Kurosawa@NUTHATCH.EXAMPLE.COM1485-May-84singleFG: 130,000 – 149,999
712M. EmmetStockwellITALY3700M.Emmet.Stockwell@COOT.EXAMPLE.COM1475-Jun-83singleMH: 150,000 – 169,999
713M. EmmetOlinITALY3700M.Emmet.Olin@CORMORANT.EXAMPLE.COM14724-Jun-48marriedFF: 110,000 – 129,999
717MammuttiSutherlandITALY500Mammutti.Sutherland@TOWHEE.EXAMPLE.COM14725-Jul-74marriedMD: 70,000 – 89,999
719ManiKazanITALY500Mani.Kazan@TROGON.EXAMPLE.COM1474-Aug-62singleMI: 170,000 – 189,999
721ManiBuckleyITALY500Mani.Buckley@TURNSTONE.EXAMPLE.COM14723-Aug-44marriedME: 90,000 – 109,999
729MargauxKrigeITALY2400Margaux.Krige@DUNLIN.EXAMPLE.COM14723-Sep-42marriedMF: 110,000 – 129,999
731MargauxCapshawITALY2400Margaux.Capshaw@EIDER.EXAMPLE.COM1472-Oct-33singleMB: 30,000 – 49,999
754KevinGoodmanITALY700Kevin.Goodman@WIGEON.EXAMPLE.COM14722-Oct-48marriedME: 90,000 – 109,999
756KevinWilderITALY700Kevin.Wilder@AUKLET.EXAMPLE.COM1472-Dec-86singleMG: 130,000 – 149,999
757KieferReynoldsITALY700Kiefer.Reynolds@AVOCET.EXAMPLE.COM14721-Dec-53marriedMF: 110,000 – 129,999
766KlausYoungITALY600Klaus.Young@OVENBIRD.EXAMPLE.COM1471-Jan-55singleMH: 150,000 – 169,999
768Klaus MariaMacLaineITALY100KlausMaria.MacLaine@CHUKAR.EXAMPLE.COM14731-Jan-80singleMA: Below 30,000
769KrisHarrisITALY400Kris.Harris@DIPPER.EXAMPLE.COM14719-Feb-49marriedMG: 130,000 – 149,999
770KrisCurtisITALY400Kris.Curtis@DOWITCHER.EXAMPLE.COM1472-Mar-55singleMK: 250,000 – 299,999
772KristinSavageITALY400Kristin.Savage@CURLEW.EXAMPLE.COM1471-Apr-43singleFF: 110,000 – 129,999
782LaurenceSeignierTHAILAND1200Laurence.Seignier@CREEPER.EXAMPLE.COM14921-Apr-83marriedMF: 110,000 – 129,999
825AlainDreyfussSWITZERLAND500Alain.Dreyfuss@VEERY.EXAMPLE.COM14730-Apr-76singleMJ: 190,000 – 249,999
827AlainSiegelSWITZERLAND500Alain.Siegel@VIREO.EXAMPLE.COM14719-Jun-73marriedFI: 170,000 – 189,999
828AlanMinnelliSWITZERLAND2300Alan.Minnelli@TANAGER.EXAMPLE.COM14720-Jul-55marriedMD: 70,000 – 89,999
829AlanHunterSWITZERLAND2300Alan.Hunter@TATTLER.EXAMPLE.COM14719-Aug-59marriedMI: 170,000 – 189,999
831AlbertBel GeddesSWITZERLAND3500Albert.BelGeddes@DIPPER.EXAMPLE.COM14717-Sep-52marriedME: 90,000 – 109,999
832AlbertSpacekSWITZERLAND3500Albert.Spacek@DOWITCHER.EXAMPLE.COM14727-Sep-76singleMF: 110,000 – 129,999
833AlecMoranisSWITZERLAND3500Alec.Moranis@DUNLIN.EXAMPLE.COM14717-Oct-34marriedMD: 70,000 – 89,999
834AlecIdleSWITZERLAND3500Alec.Idle@EIDER.EXAMPLE.COM14727-Oct-64singleMF: 110,000 – 129,999
835AlexanderEastwoodSWITZERLAND1200Alexander.Eastwood@AVOCET.EXAMPLE.COM14716-Nov-42marriedFE: 90,000 – 109,999
836AlexanderBerengerSWITZERLAND1200Alexander.Berenger@BECARD.EXAMPLE.COM14716-Dec-52marriedFC: 50,000 – 69,999
837AlexanderStantonSWITZERLAND1200Alexander.Stanton@AUKLET.EXAMPLE.COM14715-Jan-65marriedFD: 70,000 – 89,999
838AlfredNicholsonSWITZERLAND3500Alfred.Nicholson@CREEPER.EXAMPLE.COM14725-Jan-85singleMF: 110,000 – 129,999
839AlfredJohnsonSWITZERLAND3500Alfred.Johnson@FLICKER.EXAMPLE.COM14714-Feb-57marriedMJ: 190,000 – 249,999
840AliElliottSWITZERLAND1400Ali.Elliott@ANHINGA.EXAMPLE.COM14716-Mar-51marriedMG: 130,000 – 149,999
841AliBoyerSWITZERLAND1400Ali.Boyer@WILLET.EXAMPLE.COM14726-Mar-51singleMF: 110,000 – 129,999
842AliSternSWITZERLAND1400Ali.Stern@YELLOWTHROAT.EXAMPLE.COM14715-Apr-77marriedME: 90,000 – 109,999
843AliceOatesSWITZERLAND700Alice.Oates@BECARD.EXAMPLE.COM14725-Apr-59singleFD: 70,000 – 89,999
844AliceJuliusSWITZERLAND700Alice.Julius@BITTERN.EXAMPLE.COM14715-May-44marriedFD: 70,000 – 89,999
845AllyFawcettSWITZERLAND5000Ally.Fawcett@PLOVER.EXAMPLE.COM14725-May-44singleFA: Below 30,000
846AllyBrandoSWITZERLAND5000Ally.Brando@PINTAIL.EXAMPLE.COM14714-Jun-62marriedFL: 300,000 and above
847AllyStreepSWITZERLAND5000Ally.Streep@PIPIT.EXAMPLE.COM14714-Jul-42marriedMA: Below 30,000
848AlonsoOlmosSWITZERLAND1800Alonso.Olmos@PHALAROPE.EXAMPLE.COM14724-Jul-48singleFF: 110,000 – 129,999
849AlonsoKaurusmdkiSWITZERLAND1800Alonso.Kaurusmdki@PHOEBE.EXAMPLE.COM14713-Aug-80marriedFE: 90,000 – 109,999
851AmandaBrownSWITZERLAND2300Amanda.Brown@THRASHER.EXAMPLE.COM14712-Sep-51marriedFB: 30,000 – 49,999
852AmandaTannerSWITZERLAND2300Amanda.Tanner@TEAL.EXAMPLE.COM14722-Sep-53singleFG: 130,000 – 149,999
853AmrishPalinSWITZERLAND400Amrish.Palin@EIDER.EXAMPLE.COM14712-Oct-77marriedFI: 170,000 – 189,999
906BillyDenchINDIA1400Billy.Dench@CARACARA.EXAMPLE.COM14811-Nov-58marriedMI: 170,000 – 189,999
909BlakeMastroianniINDIA1200Blake.Mastroianni@FLICKER.EXAMPLE.COM14821-Nov-49singleMD: 70,000 – 89,999
912BoAshbyINDIA5000Bo.Ashby@TATTLER.EXAMPLE.COM14821-Dec-56singleMI: 170,000 – 189,999
913BobSharifINDIA5000Bob.Sharif@TEAL.EXAMPLE.COM14810-Jan-85marriedMF: 110,000 – 129,999
916BrianDouglasINDIA500Brian.Douglas@AVOCET.EXAMPLE.COM14820-Jan-78singleMJ: 190,000 – 249,999
917BrianBaldwinINDIA500Brian.Baldwin@BECARD.EXAMPLE.COM1489-Feb-75marriedME: 90,000 – 109,999
920BruceHulceINDIA3500Bruce.Hulce@JACANA.EXAMPLE.COM14810-Mar-72marriedMF: 110,000 – 129,999
921BruceDunawayINDIA3500Bruce.Dunaway@JUNCO.EXAMPLE.COM14820-Mar-48singleFF: 110,000 – 129,999
923BrunoSlaterINDIA5000Bruno.Slater@THRASHER.EXAMPLE.COM1489-Apr-60marriedFG: 130,000 – 149,999
927BryanBelushiINDIA2300Bryan.Belushi@TOWHEE.EXAMPLE.COM14810-May-61marriedMI: 170,000 – 189,999
928BurtSpielbergINDIA5000Burt.Spielberg@TROGON.EXAMPLE.COM1489-Jun-54marriedME: 90,000 – 109,999
929BurtNeesonINDIA5000Burt.Neeson@TURNSTONE.EXAMPLE.COM14819-Jun-78singleMF: 110,000 – 129,999
931BusterEdwardsINDIA900Buster.Edwards@KINGLET.EXAMPLE.COM1488-Aug-47marriedMF: 110,000 – 129,999
932BusterBogartINDIA900Buster.Bogart@KISKADEE.EXAMPLE.COM14817-Aug-52singleMH: 150,000 – 169,999
934C. ThomasNolteINDIA600C.Thomas.Nolte@PHOEBE.EXAMPLE.COM1487-Sep-59marriedMH: 150,000 – 169,999
981DanielGueneyCHINA200Daniel.Gueney@REDPOLL.EXAMPLE.COM1487-Oct-73marriedMK: 250,000 – 299,999
123ElizabethBrownAMERICA200Elizabeth.Brown@THRASHER.EXAMPLE.COM14524-Feb-49singleFF: 110,000 – 129,999
127CharlesBroderickAMERICA300Charles.Broderick@BITTERN.EXAMPLE.COM14526-Apr-43singleFB: 30,000 – 49,999
132DorisSpacekAMERICA400Doris.Spacek@FLICKER.EXAMPLE.COM14525-Jul-87singleMH: 150,000 – 169,999
137EliaBrandoAMERICA500Elia.Brando@JUNCO.EXAMPLE.COM14523-Oct-51singleMH: 150,000 – 169,999
142SachinSpielbergAMERICA500Sachin.Spielberg@GADWALL.EXAMPLE.COM14511-Jan-71marriedMC: 50,000 – 69,999
163ErnestChandarAMERICA900Ernest.Chandar@LIMPKIN.EXAMPLE.COM14516-Dec-62singleMH: 150,000 – 169,999
168HemaVoightAMERICA1200Hema.Voight@PHALAROPE.EXAMPLE.COM14516-Mar-50singleMH: 150,000 – 169,999
173KathleenWalkenAMERICA1200Kathleen.Walken@VIREO.EXAMPLE.COM1454-Jun-73marriedFE: 90,000 – 109,999
178GraceBelushiAMERICA1200Grace.Belushi@KILLDEER.EXAMPLE.COM1492-Sep-86marriedMH: 150,000 – 169,999
182LaurenDenchAMERICA1200Lauren.Dench@LONGSPUR.EXAMPLE.COM14922-Oct-75singleMK: 250,000 – 299,999
187GraceDvrrieAMERICA1200Grace.Dvrrie@PHOEBE.EXAMPLE.COM14931-Dec-48marriedFE: 90,000 – 109,999
212LuchinoFalkAMERICA1500Luchino.Falk@OVENBIRD.EXAMPLE.COM14925-Mar-72marriedML: 300,000 and above
217BryanHustonAMERICA2300Bryan.Huston@PYRRHULOXIA.EXAMPLE.COM14923-Jun-73marriedFB: 30,000 – 49,999
222CaryStockwellAMERICA2300Cary.Stockwell@VIREO.EXAMPLE.COM14923-Aug-63marriedMI: 170,000 – 189,999
226AjayAndrewsAMERICA2300Ajay.Andrews@YELLOWTHROAT.EXAMPLE.COM14921-Oct-56marriedMF: 110,000 – 129,999
231DannyRourkeAMERICA2400Danny.Rourke@BRANT.EXAMPLE.COM14531-Dec-47singleMF: 110,000 – 129,999
255BrookeShepherdAMERICA3500Brooke.Shepherd@KILLDEER.EXAMPLE.COM14513-Feb-85marriedMC: 50,000 – 69,999
260EllenKhanAMERICA3600Ellen.Khan@VERDIN.EXAMPLE.COM14914-May-62marriedMF: 110,000 – 129,999
264GeorgeAdjaniAMERICA3600George.Adjani@WILLET.EXAMPLE.COM14912-Aug-47marriedFF: 110,000 – 129,999
269KyleMartinAMERICA3700Kyle.Martin@EIDER.EXAMPLE.COM14511-Oct-58marriedFD: 70,000 – 89,999
273BoHitchcockAMERICA5000Bo.Hitchcock@ANHINGA.EXAMPLE.COM1459-Jan-54marriedME: 90,000 – 109,999
339MarilouLandisITALY500Marilou.Landis@TATTLER.EXAMPLE.COM14713-Jan-33singleMA: Below 30,000
344MarlonGodardJAPAN2400Marlon.Godard@MOORHEN.EXAMPLE.COM14814-Mar-60singleMH: 150,000 – 169,999
348KellyLangeITALY3600Kelly.Lange@SANDPIPER.EXAMPLE.COM14714-May-71singleMF: 110,000 – 129,999
352KennethRedfordITALY3600Kenneth.Redford@REDSTART.EXAMPLE.COM14713-Jul-71singleFB: 30,000 – 49,999
378MegSenTHAILAND3700Meg.Sen@COWBIRD.EXAMPLE.COM14930-Sep-53marriedMC: 50,000 – 69,999
449RickRomeroITALY1500Rick.Romero@LONGSPUR.EXAMPLE.COM14710-Dec-51singleFB: 30,000 – 49,999
453RidleyYoungINDIA700Ridley.Young@CHUKAR.EXAMPLE.COM14810-Feb-45singleMF: 110,000 – 129,999
463RobinAdjaniINDIA1500Robin.Adjani@MOORHEN.EXAMPLE.COM1481-Apr-49marriedFC: 50,000 – 69,999
470RogerMastroianniINDIA3700Roger.Mastroianni@CREEPER.EXAMPLE.COM14831-May-67marriedML: 300,000 and above
607SharmilaFondaINDIA500Sharmila.Fonda@BUFFLEHEAD.EXAMPLE.COM1486-Mar-49singleFH: 150,000 – 169,999
627SivajiGielgudINDIA500Sivaji.Gielgud@BULBUL.EXAMPLE.COM14825-May-49marriedFD: 70,000 – 89,999
715MalcolmFieldITALY2400Malcolm.Field@DOWITCHER.EXAMPLE.COM1475-Jul-51singleFG: 130,000 – 149,999
727MargaretUstinovITALY1200Margaret.Ustinov@ANHINGA.EXAMPLE.COM1472-Sep-49singleMH: 150,000 – 169,999
755KevinClevelandITALY700Kevin.Cleveland@WILLET.EXAMPLE.COM14721-Nov-81marriedMH: 150,000 – 169,999

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
237227-FEB-07 12.22.33.356789 AMonline119916447.2
237327-FEB-08 01.34.51.220065 AMonline1204416
237427-FEB-08 02.41.45.109654 AMonline12104797
237526-FEB-07 03.49.50.459233 AMonline1222103834.4
237607-JUN-07 06.18.08.883310 AMonline123611006.2
237707-JUN-07 07.03.01.001100 AMonline141538017.8
237824-MAY-07 08.59.10.010101 AMonline142525691.3
238016-MAY-07 09.53.02.909090 AMonline143327132.6
238214-MAY-08 10.19.03.828321 AMonline144871173
238312-MAY-08 11.22.30.545103 AMonline145836374.7
238412-MAY-08 12.22.34.525972 PMonline146329249.1
238508-DEC-07 11.34.11.331392 AMonline1474295892
238606-DEC-07 12.22.34.225609 PMonline1481021116.9
238711-MAR-07 03.34.56.536966 PMonline149552758.9
238804-JUN-07 04.41.12.554435 PMonline1504282694.3
238904-JUN-08 05.49.43.546954 PMonline151417620
239018-NOV-07 04.18.50.546851 PMonline15297616.8
239127-FEB-06 05.03.03.828330 PMdirect153248070.6156
239221-JUL-07 08.59.57.571057 PMdirect154926632161
239310-FEB-08 07.53.19.528202 PMdirect155423431.9161
239502-FEB-06 08.19.11.227550 PMdirect156368501163
239819-NOV-07 09.22.53.224175 PMdirect15797110.3163
239919-NOV-07 10.22.38.340990 PMdirect158025270.3161
240010-JUL-07 01.34.29.559387 AMdirect159269286.4161
240110-JUL-07 02.22.53.554822 AMdirect1603969.2163
240202-JUL-07 03.34.44.665170 AMdirect1618600154
240301-JUL-07 04.49.13.615512 PMdirect1620220154
240401-JUL-07 04.49.13.664085 PMdirect1636510158
240501-JUL-07 04.49.13.678123 PMdirect16451233159
240729-JUN-07 07.03.21.526005 AMdirect16592519155
240829-JUN-07 08.59.31.333617 AMdirect1661309158
240929-JUN-07 09.53.41.984501 AMdirect167248154
241024-MAY-08 10.19.51.985501 AMdirect168645175156
241124-MAY-07 11.22.10.548639 AMdirect169815760.5156
241229-MAR-06 10.22.09.509801 AMdirect170966816158
241329-MAR-08 01.34.04.525934 PMdirect101548552161
241429-MAR-07 02.22.40.536996 PMdirect102810794.6153
241529-MAR-06 01.34.50.545196 PMdirect1036310161
241629-MAR-07 04.41.20.945676 PMdirect1046384160
241720-MAR-07 05.49.10.974352 PMdirect10551926.6163
241820-MAR-04 04.18.21.862632 PMdirect10645546.6163
241920-MAR-07 07.03.32.764632 PMdirect107331574160
242013-MAR-07 08.59.43.666320 PMdirect108229750160
242112-MAR-07 09.53.54.562432 PMdirect109172836
242216-DEC-07 08.19.55.462332 PMdirect144211188.5153
242321-NOV-07 10.22.33.362632 AMdirect145310367.7160
242421-NOV-07 10.22.33.263332 AMdirect146413824153
242516-NOV-06 11.34.22.162552 PMdirect14751500.8163
242617-NOV-06 12.22.11.262552 AMdirect14867200
242710-NOV-07 01.34.22.362124 AMdirect14979055163
242810-NOV-07 02.41.34.463567 AMdirect116814685.8
242910-NOV-07 03.49.25.526321 AMdirect117950125154
243002-OCT-07 06.18.36.663332 AMdirect101829669.9159
243114-SEP-06 07.03.04.763452 AMdirect10215610.6163
243701-SEP-06 08.59.15.826132 AMdirect103413550163
243801-SEP-07 09.53.26.934626 AMdirect10405451154
243931-AUG-07 10.19.37.811132 AMdirect105122150.1159
244101-AUG-08 11.22.48.734526 AMdirect10652075.2160
244227-JUL-06 12.22.59.662632 PMdirect107952471.9154
244327-JUL-06 01.34.16.562632 PMdirect10803646154
244427-JUL-07 02.22.27.462632 PMdirect109177727.2155
244527-JUL-06 03.34.38.362632 PMdirect14485537.8158
244818-JUN-07 04.41.49.262632 PMdirect14551388158
244913-JUN-07 05.49.07.162632 PMdirect146686155
245011-APR-07 06.18.10.362632 PMdirect14731636159
245117-DEC-07 05.03.52.562632 PMdirect148710474.6154
245206-OCT-07 08.59.43.462632 PMdirect149512589159
245304-OCT-07 09.53.34.362632 PMdirect1160129153
245607-NOV-06 07.53.25.989889 PMdirect11703878.4163
245731-OCT-07 11.22.16.162632 PMdirect118521586.2159

Real-world Problem 2
Management is attempting to understand and identify the company’s best customers. As an initial and very straightforward way of thinking about and identifying the best customers, they wish to see a list of the company’s customers and the total sales made to each. An additional requirement is for the list to be sorted by total sales in descending order (i.e., greatest amount of sales to least).

Below is the code required to meet this problem’s reporting requirements and the corresponding result set returned. Like the ON clause used in the first problem, here the goal is to match up the customer and order records based on customer ID values in each table. Using an INNER JOIN with this ON clause not only ensures each order is associated with the correct customer, but also acts as a filtering mechanism by which only customers having placed at least one order are included in the result set. Again, this is because the customer ID must exist in both tables for the ON clause’s condition to ever evaluate to true.

SELECT
	(oe.customers.cust_last_name
    	|| ', '
		|| oe.customers.cust_first_name
    ) AS customer_name,
    SUM(oe.orders.order_total) AS total_sales
FROM
	oe.customers
	INNER JOIN
	oe.orders
		ON oe.customers.customer_id = oe.orders.customer_id
GROUP BY
	oe.customers.cust_last_name,
    oe.customers.cust_first_name
ORDER BY
	total_sales DESC;
customer_nametotal_sales
Rampling, Markus403119.7
Roberts, Ishwarya371278.2
Slater, Goldie282694.3
Cage, Christian265255.6
Mason, Meenakshi213399.7
Welles, Constantin190395.1
Steenburgen, Gustav185700.5
Landis, Sivaji160284.6
Edwards, Guillaume157808.7
Cruise, Matthias155613.2
Sutherland, Harrison146605.5
Daltrey, Maurice103834.4
Mahoney, Maurice100991.8
Fawcett, Elia88462.6
Pacino, Mammutti71717.9
Boyer, Eddie69286.4
Pacino, Harrison69211.4
Montand, Goldie68501
Fonda, Harry Dean66816
MacGraw, Matthias61376.5
Sheen, Divine48070.6
Voight, Hema45175
Henner, Maximilian38017.8
Hannah, Matthias36199.5
Martin, Geraldine32307
Neeson, Sachin27132.6
Grodin, Frederic26632
Spielberg, Sachin25691.3
Lyon, Frederico25270.3
Romero, Frederico23431.9
Taylor, Manisha20591.4
Aykroyd, Divine17620
Hasan, Maurice16447.2
Davis, Dheeraj15760.5
Brown, Elizabeth11006.2
Matthau, Dieter7616.8
Capshaw, Sidney7110.3
Sen, Dianne4797
Fonda, Charlotte2519
Kazan, Charlotte1233
Stern, Eddie969.2
Weaver, Ernest600
Chandar, Ernest510
Higgins, Diane416
Alexander, Dheeraj309
George, Ernest220
Hershey, Gerard48

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.