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_id | first_name | last_name | phone_number | hire_date | job_id | salary | commission_pct | manager_id | department_id | |
|---|---|---|---|---|---|---|---|---|---|---|
| 100 | Steven | King | SKING | 515.123.4567 | 17-Jun-03 | AD_PRES | 24000 | – | – | 90 |
| 101 | Neena | Kochhar | NKOCHHAR | 515.123.4568 | 21-Sep-05 | AD_VP | 17000 | – | 100 | 90 |
| 102 | Lex | De Haan | LDEHAAN | 515.123.4569 | 13-Jan-01 | AD_VP | 17000 | – | 100 | 90 |
| 103 | Alexander | Hunold | AHUNOLD | 590.423.4567 | 3-Jan-06 | IT_PROG | 9000 | – | 102 | 60 |
| 104 | Bruce | Ernst | BERNST | 590.423.4568 | 21-May-07 | IT_PROG | 6000 | – | 103 | 60 |
| 105 | David | Austin | DAUSTIN | 590.423.4569 | 25-Jun-05 | IT_PROG | 4800 | – | 103 | 60 |
| 106 | Valli | Pataballa | VPATABAL | 590.423.4560 | 5-Feb-06 | IT_PROG | 4800 | – | 103 | 60 |
| 107 | Diana | Lorentz | DLORENTZ | 590.423.5567 | 7-Feb-07 | IT_PROG | 4200 | – | 103 | 60 |
| 108 | Nancy | Greenberg | NGREENBE | 515.124.4569 | 17-Aug-02 | FI_MGR | 12008 | – | 101 | 100 |
| 109 | Daniel | Faviet | DFAVIET | 515.124.4169 | 16-Aug-02 | FI_ACCOUNT | 9000 | – | 108 | 100 |
| 110 | John | Chen | JCHEN | 515.124.4269 | 28-Sep-05 | FI_ACCOUNT | 8200 | – | 108 | 100 |
| 111 | Ismael | Sciarra | ISCIARRA | 515.124.4369 | 30-Sep-05 | FI_ACCOUNT | 7700 | – | 108 | 100 |
| 112 | Jose Manuel | Urman | JMURMAN | 515.124.4469 | 7-Mar-06 | FI_ACCOUNT | 7800 | – | 108 | 100 |
| 113 | Luis | Popp | LPOPP | 515.124.4567 | 7-Dec-07 | FI_ACCOUNT | 6900 | – | 108 | 100 |
| 114 | Den | Raphaely | DRAPHEAL | 515.127.4561 | 7-Dec-02 | PU_MAN | 11000 | – | 100 | 30 |
| 115 | Alexander | Khoo | AKHOO | 515.127.4562 | 18-May-03 | PU_CLERK | 3100 | – | 114 | 30 |
| 116 | Shelli | Baida | SBAIDA | 515.127.4563 | 24-Dec-05 | PU_CLERK | 2900 | – | 114 | 30 |
| 117 | Sigal | Tobias | STOBIAS | 515.127.4564 | 24-Jul-05 | PU_CLERK | 2800 | – | 114 | 30 |
| 118 | Guy | Himuro | GHIMURO | 515.127.4565 | 15-Nov-06 | PU_CLERK | 2600 | – | 114 | 30 |
| 119 | Karen | Colmenares | KCOLMENA | 515.127.4566 | 10-Aug-07 | PU_CLERK | 2500 | – | 114 | 30 |
| 120 | Matthew | Weiss | MWEISS | 650.123.1234 | 18-Jul-04 | ST_MAN | 8000 | – | 100 | 50 |
| 121 | Adam | Fripp | AFRIPP | 650.123.2234 | 10-Apr-05 | ST_MAN | 8200 | – | 100 | 50 |
| 122 | Payam | Kaufling | PKAUFLIN | 650.123.3234 | 1-May-03 | ST_MAN | 7900 | – | 100 | 50 |
| 123 | Shanta | Vollman | SVOLLMAN | 650.123.4234 | 10-Oct-05 | ST_MAN | 6500 | – | 100 | 50 |
| 124 | Kevin | Mourgos | KMOURGOS | 650.123.5234 | 16-Nov-07 | ST_MAN | 5800 | – | 100 | 50 |
| 125 | Julia | Nayer | JNAYER | 650.124.1214 | 16-Jul-05 | ST_CLERK | 3200 | – | 120 | 50 |
| 126 | Irene | Mikkilineni | IMIKKILI | 650.124.1224 | 28-Sep-06 | ST_CLERK | 2700 | – | 120 | 50 |
| 127 | James | Landry | JLANDRY | 650.124.1334 | 14-Jan-07 | ST_CLERK | 2400 | – | 120 | 50 |
| 128 | Steven | Markle | SMARKLE | 650.124.1434 | 8-Mar-08 | ST_CLERK | 2200 | – | 120 | 50 |
| 129 | Laura | Bissot | LBISSOT | 650.124.5234 | 20-Aug-05 | ST_CLERK | 3300 | – | 121 | 50 |
| 130 | Mozhe | Atkinson | MATKINSO | 650.124.6234 | 30-Oct-05 | ST_CLERK | 2800 | – | 121 | 50 |
| 131 | James | Marlow | JAMRLOW | 650.124.7234 | 16-Feb-05 | ST_CLERK | 2500 | – | 121 | 50 |
| 132 | TJ | Olson | TJOLSON | 650.124.8234 | 10-Apr-07 | ST_CLERK | 2100 | – | 121 | 50 |
| 133 | Jason | Mallin | JMALLIN | 650.127.1934 | 14-Jun-04 | ST_CLERK | 3300 | – | 122 | 50 |
| 134 | Michael | Rogers | MROGERS | 650.127.1834 | 26-Aug-06 | ST_CLERK | 2900 | – | 122 | 50 |
| 135 | Ki | Gee | KGEE | 650.127.1734 | 12-Dec-07 | ST_CLERK | 2400 | – | 122 | 50 |
| 136 | Hazel | Philtanker | HPHILTAN | 650.127.1634 | 6-Feb-08 | ST_CLERK | 2200 | – | 122 | 50 |
| 137 | Renske | Ladwig | RLADWIG | 650.121.1234 | 14-Jul-03 | ST_CLERK | 3600 | – | 123 | 50 |
| 138 | Stephen | Stiles | SSTILES | 650.121.2034 | 26-Oct-05 | ST_CLERK | 3200 | – | 123 | 50 |
| 139 | John | Seo | JSEO | 650.121.2019 | 12-Feb-06 | ST_CLERK | 2700 | – | 123 | 50 |
| 140 | Joshua | Patel | JPATEL | 650.121.1834 | 6-Apr-06 | ST_CLERK | 2500 | – | 123 | 50 |
| 141 | Trenna | Rajs | TRAJS | 650.121.8009 | 17-Oct-03 | ST_CLERK | 3500 | – | 124 | 50 |
| 142 | Curtis | Davies | CDAVIES | 650.121.2994 | 29-Jan-05 | ST_CLERK | 3100 | – | 124 | 50 |
| 143 | Randall | Matos | RMATOS | 650.121.2874 | 15-Mar-06 | ST_CLERK | 2600 | – | 124 | 50 |
| 144 | Peter | Vargas | PVARGAS | 650.121.2004 | 9-Jul-06 | ST_CLERK | 2500 | – | 124 | 50 |
| 145 | John | Russell | JRUSSEL | 011.44.1344.429268 | 1-Oct-04 | SA_MAN | 14000 | 0.4 | 100 | 80 |
| 146 | Karen | Partners | KPARTNER | 011.44.1344.467268 | 5-Jan-05 | SA_MAN | 13500 | 0.3 | 100 | 80 |
| 147 | Alberto | Errazuriz | AERRAZUR | 011.44.1344.429278 | 10-Mar-05 | SA_MAN | 12000 | 0.3 | 100 | 80 |
| 148 | Gerald | Cambrault | GCAMBRAU | 011.44.1344.619268 | 15-Oct-07 | SA_MAN | 11000 | 0.3 | 100 | 80 |
| 149 | Eleni | Zlotkey | EZLOTKEY | 011.44.1344.429018 | 29-Jan-08 | SA_MAN | 10500 | 0.2 | 100 | 80 |
| 150 | Peter | Tucker | PTUCKER | 011.44.1344.129268 | 30-Jan-05 | SA_REP | 10000 | 0.3 | 145 | 80 |
| 151 | David | Bernstein | DBERNSTE | 011.44.1344.345268 | 24-Mar-05 | SA_REP | 9500 | 0.25 | 145 | 80 |
| 152 | Peter | Hall | PHALL | 011.44.1344.478968 | 20-Aug-05 | SA_REP | 9000 | 0.25 | 145 | 80 |
| 153 | Christopher | Olsen | COLSEN | 011.44.1344.498718 | 30-Mar-06 | SA_REP | 8000 | 0.2 | 145 | 80 |
| 154 | Nanette | Cambrault | NCAMBRAU | 011.44.1344.987668 | 9-Dec-06 | SA_REP | 7500 | 0.2 | 145 | 80 |
| 155 | Oliver | Tuvault | OTUVAULT | 011.44.1344.486508 | 23-Nov-07 | SA_REP | 7000 | 0.15 | 145 | 80 |
| 156 | Janette | King | JKING | 011.44.1345.429268 | 30-Jan-04 | SA_REP | 10000 | 0.35 | 146 | 80 |
| 157 | Patrick | Sully | PSULLY | 011.44.1345.929268 | 4-Mar-04 | SA_REP | 9500 | 0.35 | 146 | 80 |
| 158 | Allan | McEwen | AMCEWEN | 011.44.1345.829268 | 1-Aug-04 | SA_REP | 9000 | 0.35 | 146 | 80 |
| 159 | Lindsey | Smith | LSMITH | 011.44.1345.729268 | 10-Mar-05 | SA_REP | 8000 | 0.3 | 146 | 80 |
| 160 | Louise | Doran | LDORAN | 011.44.1345.629268 | 15-Dec-05 | SA_REP | 7500 | 0.3 | 146 | 80 |
| 161 | Sarath | Sewall | SSEWALL | 011.44.1345.529268 | 3-Nov-06 | SA_REP | 7000 | 0.25 | 146 | 80 |
| 162 | Clara | Vishney | CVISHNEY | 011.44.1346.129268 | 11-Nov-05 | SA_REP | 10500 | 0.25 | 147 | 80 |
| 163 | Danielle | Greene | DGREENE | 011.44.1346.229268 | 19-Mar-07 | SA_REP | 9500 | 0.15 | 147 | 80 |
| 164 | Mattea | Marvins | MMARVINS | 011.44.1346.329268 | 24-Jan-08 | SA_REP | 7200 | 0.1 | 147 | 80 |
| 165 | David | Lee | DLEE | 011.44.1346.529268 | 23-Feb-08 | SA_REP | 6800 | 0.1 | 147 | 80 |
| 166 | Sundar | Ande | SANDE | 011.44.1346.629268 | 24-Mar-08 | SA_REP | 6400 | 0.1 | 147 | 80 |
| 167 | Amit | Banda | ABANDA | 011.44.1346.729268 | 21-Apr-08 | SA_REP | 6200 | 0.1 | 147 | 80 |
| 168 | Lisa | Ozer | LOZER | 011.44.1343.929268 | 11-Mar-05 | SA_REP | 11500 | 0.25 | 148 | 80 |
| 169 | Harrison | Bloom | HBLOOM | 011.44.1343.829268 | 23-Mar-06 | SA_REP | 10000 | 0.2 | 148 | 80 |
| 170 | Tayler | Fox | TFOX | 011.44.1343.729268 | 24-Jan-06 | SA_REP | 9600 | 0.2 | 148 | 80 |
| 171 | William | Smith | WSMITH | 011.44.1343.629268 | 23-Feb-07 | SA_REP | 7400 | 0.15 | 148 | 80 |
| 172 | Elizabeth | Bates | EBATES | 011.44.1343.529268 | 24-Mar-07 | SA_REP | 7300 | 0.15 | 148 | 80 |
| 173 | Sundita | Kumar | SKUMAR | 011.44.1343.329268 | 21-Apr-08 | SA_REP | 6100 | 0.1 | 148 | 80 |
| 174 | Ellen | Abel | EABEL | 011.44.1644.429267 | 11-May-04 | SA_REP | 11000 | 0.3 | 149 | 80 |
| 175 | Alyssa | Hutton | AHUTTON | 011.44.1644.429266 | 19-Mar-05 | SA_REP | 8800 | 0.25 | 149 | 80 |
| 176 | Jonathon | Taylor | JTAYLOR | 011.44.1644.429265 | 24-Mar-06 | SA_REP | 8600 | 0.2 | 149 | 80 |
| 177 | Jack | Livingston | JLIVINGS | 011.44.1644.429264 | 23-Apr-06 | SA_REP | 8400 | 0.2 | 149 | 80 |
| 178 | Kimberely | Grant | KGRANT | 011.44.1644.429263 | 24-May-07 | SA_REP | 7000 | 0.15 | 149 | – |
| 179 | Charles | Johnson | CJOHNSON | 011.44.1644.429262 | 4-Jan-08 | SA_REP | 6200 | 0.1 | 149 | 80 |
| 180 | Winston | Taylor | WTAYLOR | 650.507.9876 | 24-Jan-06 | SH_CLERK | 3200 | – | 120 | 50 |
| 181 | Jean | Fleaur | JFLEAUR | 650.507.9877 | 23-Feb-06 | SH_CLERK | 3100 | – | 120 | 50 |
| 182 | Martha | Sullivan | MSULLIVA | 650.507.9878 | 21-Jun-07 | SH_CLERK | 2500 | – | 120 | 50 |
| 183 | Girard | Geoni | GGEONI | 650.507.9879 | 3-Feb-08 | SH_CLERK | 2800 | – | 120 | 50 |
| 184 | Nandita | Sarchand | NSARCHAN | 650.509.1876 | 27-Jan-04 | SH_CLERK | 4200 | – | 121 | 50 |
| 185 | Alexis | Bull | ABULL | 650.509.2876 | 20-Feb-05 | SH_CLERK | 4100 | – | 121 | 50 |
| 186 | Julia | Dellinger | JDELLING | 650.509.3876 | 24-Jun-06 | SH_CLERK | 3400 | – | 121 | 50 |
| 187 | Anthony | Cabrio | ACABRIO | 650.509.4876 | 7-Feb-07 | SH_CLERK | 3000 | – | 121 | 50 |
| 188 | Kelly | Chung | KCHUNG | 650.505.1876 | 14-Jun-05 | SH_CLERK | 3800 | – | 122 | 50 |
| 189 | Jennifer | Dilly | JDILLY | 650.505.2876 | 13-Aug-05 | SH_CLERK | 3600 | – | 122 | 50 |
| 190 | Timothy | Gates | TGATES | 650.505.3876 | 11-Jul-06 | SH_CLERK | 2900 | – | 122 | 50 |
| 191 | Randall | Perkins | RPERKINS | 650.505.4876 | 19-Dec-07 | SH_CLERK | 2500 | – | 122 | 50 |
| 192 | Sarah | Bell | SBELL | 650.501.1876 | 4-Feb-04 | SH_CLERK | 4000 | – | 123 | 50 |
| 193 | Britney | Everett | BEVERETT | 650.501.2876 | 3-Mar-05 | SH_CLERK | 3900 | – | 123 | 50 |
| 194 | Samuel | McCain | SMCCAIN | 650.501.3876 | 1-Jul-06 | SH_CLERK | 3200 | – | 123 | 50 |
| 195 | Vance | Jones | VJONES | 650.501.4876 | 17-Mar-07 | SH_CLERK | 2800 | – | 123 | 50 |
| 196 | Alana | Walsh | AWALSH | 650.507.9811 | 24-Apr-06 | SH_CLERK | 3100 | – | 124 | 50 |
| 197 | Kevin | Feeney | KFEENEY | 650.507.9822 | 23-May-06 | SH_CLERK | 3000 | – | 124 | 50 |
| 198 | Donald | OConnell | DOCONNEL | 650.507.9833 | 21-Jun-07 | SH_CLERK | 2600 | – | 124 | 50 |
| 199 | Douglas | Grant | DGRANT | 650.507.9844 | 13-Jan-08 | SH_CLERK | 2600 | – | 124 | 50 |
| 200 | Jennifer | Whalen | JWHALEN | 515.123.4444 | 17-Sep-03 | AD_ASST | 4400 | – | 101 | 10 |
| 201 | Michael | Hartstein | MHARTSTE | 515.123.5555 | 17-Feb-04 | MK_MAN | 13000 | – | 100 | 20 |
| 202 | Pat | Fay | PFAY | 603.123.6666 | 17-Aug-05 | MK_REP | 6000 | – | 201 | 20 |
| 203 | Susan | Mavris | SMAVRIS | 515.123.7777 | 7-Jun-02 | HR_REP | 6500 | – | 101 | 40 |
| 204 | Hermann | Baer | HBAER | 515.123.8888 | 7-Jun-02 | PR_REP | 10000 | – | 101 | 70 |
| 205 | Shelley | Higgins | SHIGGINS | 515.123.8080 | 7-Jun-02 | AC_MGR | 12008 | – | 101 | 110 |
| 206 | William | Gietz | WGIETZ | 515.123.8181 | 7-Jun-02 | AC_ACCOUNT | 8300 | – | 205 | 110 |
Departments
The departments table contains one row per department.
| department_id | department_name | manager_id | location_id |
|---|---|---|---|
| 10 | Administration | 200 | 1700 |
| 20 | Marketing | 201 | 1800 |
| 30 | Purchasing | 114 | 1700 |
| 40 | Human Resources | 203 | 2400 |
| 50 | Shipping | 121 | 1500 |
| 60 | IT | 103 | 1400 |
| 70 | Public Relations | 204 | 2700 |
| 80 | Sales | 145 | 2500 |
| 90 | Executive | 100 | 1700 |
| 100 | Finance | 108 | 1700 |
| 110 | Accounting | 205 | 1700 |
| 120 | Treasury | – | 1700 |
| 130 | Corporate Tax | – | 1700 |
| 140 | Control And Credit | – | 1700 |
| 150 | Shareholder Services | – | 1700 |
| 160 | Benefits | – | 1700 |
| 170 | Manufacturing | – | 1700 |
| 180 | Construction | – | 1700 |
| 190 | Contracting | – | 1700 |
| 200 | Operations | – | 1700 |
| 210 | IT Support | – | 1700 |
| 220 | NOC | – | 1700 |
| 230 | IT Helpdesk | – | 1700 |
| 240 | Government Sales | – | 1700 |
| 250 | Retail Sales | – | 1700 |
| 260 | Recruiting | – | 1700 |
| 270 | Payroll | – | 1700 |
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_count | department_name |
|---|---|
| 45 | Shipping |
| 34 | Sales |
| 6 | Finance |
| 6 | Purchasing |
| 5 | IT |
| 3 | Executive |
| 2 | Marketing |
| 2 | Accounting |
| 1 | Administration |
| 1 | Public 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_id | cust_first_name | cust_last_name | nls_territory | credit_limit | cust_email | account_mgr_id | date_of_birth | marital_status | gender | income_level |
|---|---|---|---|---|---|---|---|---|---|---|
| 144 | Sivaji | Landis | AMERICA | 500 | Sivaji.Landis@GOLDENEYE.EXAMPLE.COM | 145 | 9-Feb-70 | married | M | F: 110,000 – 129,999 |
| 145 | Mammutti | Pacino | AMERICA | 500 | Mammutti.Pacino@GREBE.EXAMPLE.COM | 145 | 19-Feb-46 | single | M | F: 110,000 – 129,999 |
| 146 | Elia | Fawcett | AMERICA | 500 | Elia.Fawcett@JACANA.EXAMPLE.COM | 145 | 12-Mar-63 | married | F | L: 300,000 and above |
| 147 | Ishwarya | Roberts | AMERICA | 600 | Ishwarya.Roberts@LAPWING.EXAMPLE.COM | 145 | 21-Mar-44 | single | F | G: 130,000 – 149,999 |
| 148 | Gustav | Steenburgen | AMERICA | 600 | Gustav.Steenburgen@PINTAIL.EXAMPLE.COM | 145 | 10-Apr-50 | married | M | F: 110,000 – 129,999 |
| 149 | Markus | Rampling | AMERICA | 600 | Markus.Rampling@PUFFIN.EXAMPLE.COM | 145 | 20-Apr-41 | single | M | D: 70,000 – 89,999 |
| 150 | Goldie | Slater | AMERICA | 700 | Goldie.Slater@PYRRHULOXIA.EXAMPLE.COM | 145 | 11-May-51 | married | M | D: 70,000 – 89,999 |
| 151 | Divine | Aykroyd | AMERICA | 700 | Divine.Aykroyd@REDSTART.EXAMPLE.COM | 145 | 20-May-76 | single | M | F: 110,000 – 129,999 |
| 152 | Dieter | Matthau | AMERICA | 700 | Dieter.Matthau@VERDIN.EXAMPLE.COM | 145 | 9-Jun-22 | married | M | A: Below 30,000 |
| 153 | Divine | Sheen | AMERICA | 700 | Divine.Sheen@COWBIRD.EXAMPLE.COM | 145 | 20-Jun-67 | single | M | I: 170,000 – 189,999 |
| 154 | Frederic | Grodin | AMERICA | 700 | Frederic.Grodin@CREEPER.EXAMPLE.COM | 145 | 29-Jun-65 | single | F | L: 300,000 and above |
| 155 | Frederico | Romero | AMERICA | 700 | Frederico.Romero@CURLEW.EXAMPLE.COM | 145 | 9-Jul-42 | married | M | E: 90,000 – 109,999 |
| 156 | Goldie | Montand | AMERICA | 700 | Goldie.Montand@DIPPER.EXAMPLE.COM | 145 | 9-Aug-55 | married | F | F: 110,000 – 129,999 |
| 157 | Sidney | Capshaw | AMERICA | 700 | Sidney.Capshaw@DUNLIN.EXAMPLE.COM | 145 | 18-Aug-69 | single | M | G: 130,000 – 149,999 |
| 158 | Frederico | Lyon | AMERICA | 700 | Frederico.Lyon@FLICKER.EXAMPLE.COM | 145 | 7-Sep-70 | married | M | J: 190,000 – 249,999 |
| 159 | Eddie | Boyer | AMERICA | 700 | Eddie.Boyer@GALLINULE.EXAMPLE.COM | 145 | 7-Oct-53 | married | M | G: 130,000 – 149,999 |
| 160 | Eddie | Stern | AMERICA | 700 | Eddie.Stern@GODWIT.EXAMPLE.COM | 145 | 6-Nov-50 | married | M | G: 130,000 – 149,999 |
| 161 | Ernest | Weaver | AMERICA | 900 | Ernest.Weaver@GROSBEAK.EXAMPLE.COM | 145 | 16-Nov-42 | single | M | B: 30,000 – 49,999 |
| 162 | Ernest | George | AMERICA | 900 | Ernest.George@LAPWING.EXAMPLE.COM | 145 | 7-Dec-75 | married | M | D: 70,000 – 89,999 |
| 164 | Charlotte | Kazan | AMERICA | 1200 | Charlotte.Kazan@MERGANSER.EXAMPLE.COM | 145 | 5-Jan-54 | married | M | I: 170,000 – 189,999 |
| 165 | Charlotte | Fonda | AMERICA | 1200 | Charlotte.Fonda@MOORHEN.EXAMPLE.COM | 145 | 5-Feb-56 | married | M | J: 190,000 – 249,999 |
| 166 | Dheeraj | Alexander | AMERICA | 1200 | Dheeraj.Alexander@NUTHATCH.EXAMPLE.COM | 145 | 14-Feb-50 | single | F | G: 130,000 – 149,999 |
| 167 | Gerard | Hershey | AMERICA | 1200 | Gerard.Hershey@PARULA.EXAMPLE.COM | 145 | 6-Mar-48 | married | M | D: 70,000 – 89,999 |
| 169 | Dheeraj | Davis | AMERICA | 1200 | Dheeraj.Davis@PIPIT.EXAMPLE.COM | 145 | 5-Apr-81 | married | F | F: 110,000 – 129,999 |
| 170 | Harry Dean | Fonda | AMERICA | 1200 | HarryDean.Fonda@PLOVER.EXAMPLE.COM | 145 | 15-Apr-88 | single | M | G: 130,000 – 149,999 |
| 171 | Hema | Powell | AMERICA | 1200 | Hema.Powell@SANDERLING.EXAMPLE.COM | 145 | 5-May-53 | married | M | D: 70,000 – 89,999 |
| 172 | Harry Mean | Peckinpah | AMERICA | 1200 | HarryMean.Peckinpah@VERDIN.EXAMPLE.COM | 145 | 15-May-59 | single | M | I: 170,000 – 189,999 |
| 174 | Blake | Seignier | AMERICA | 1200 | Blake.Seignier@GALLINULE.EXAMPLE.COM | 149 | 14-Jun-88 | single | M | H: 150,000 – 169,999 |
| 175 | Claude | Powell | AMERICA | 1200 | Claude.Powell@GODWIT.EXAMPLE.COM | 149 | 4-Jul-46 | married | M | F: 110,000 – 129,999 |
| 176 | Faye | Glenn | AMERICA | 1200 | Faye.Glenn@GREBE.EXAMPLE.COM | 149 | 14-Jul-47 | single | F | B: 30,000 – 49,999 |
| 177 | Gerhard | Seignier | AMERICA | 1200 | Gerhard.Seignier@JACANA.EXAMPLE.COM | 149 | 3-Aug-78 | married | M | E: 90,000 – 109,999 |
| 179 | Harry dean | Forrest | AMERICA | 1200 | Harrydean.Forrest@KISKADEE.EXAMPLE.COM | 149 | 12-Sep-74 | single | M | G: 130,000 – 149,999 |
| 180 | Harry dean | Cage | AMERICA | 1200 | Harrydean.Cage@LAPWING.EXAMPLE.COM | 149 | 2-Oct-75 | married | F | F: 110,000 – 129,999 |
| 181 | Lauren | Hershey | AMERICA | 1200 | Lauren.Hershey@LIMPKIN.EXAMPLE.COM | 149 | 12-Oct-65 | single | F | H: 150,000 – 169,999 |
| 183 | Lauren | Altman | AMERICA | 1200 | Lauren.Altman@MERGANSER.EXAMPLE.COM | 149 | 1-Nov-68 | married | F | C: 50,000 – 69,999 |
| 184 | Mary Beth | Roberts | AMERICA | 1200 | MaryBeth.Roberts@NUTHATCH.EXAMPLE.COM | 149 | 11-Nov-27 | single | M | A: Below 30,000 |
| 262 | Fred | Reynolds | AMERICA | 3600 | Fred.Reynolds@WATERTHRUSH.EXAMPLE.COM | 149 | 13-Jul-58 | married | M | F: 110,000 – 129,999 |
| 263 | Fred | Lithgow | AMERICA | 3600 | Fred.Lithgow@WHIMBREL.EXAMPLE.COM | 149 | 23-Jul-79 | single | M | D: 70,000 – 89,999 |
| 265 | Irene | Laughton | AMERICA | 3600 | Irene.Laughton@ANHINGA.EXAMPLE.COM | 149 | 22-Aug-73 | single | F | J: 190,000 – 249,999 |
| 266 | Prem | Cardinale | AMERICA | 3700 | Prem.Cardinale@BITTERN.EXAMPLE.COM | 149 | 1-Sep-70 | single | M | L: 300,000 and above |
| 267 | Prem | Walken | AMERICA | 3700 | Prem.Walken@BRANT.EXAMPLE.COM | 145 | 11-Sep-53 | married | F | G: 130,000 – 149,999 |
| 268 | Kyle | Schneider | AMERICA | 3700 | Kyle.Schneider@DUNLIN.EXAMPLE.COM | 145 | 21-Sep-52 | single | F | G: 130,000 – 149,999 |
| 270 | Meg | Derek | AMERICA | 3700 | Meg.Derek@FLICKER.EXAMPLE.COM | 145 | 10-Nov-71 | married | M | F: 110,000 – 129,999 |
| 271 | Shelley | Peckinpah | AMERICA | 3700 | Shelley.Peckinpah@GODWIT.EXAMPLE.COM | 145 | 20-Nov-87 | single | F | D: 70,000 – 89,999 |
| 272 | Prem | Garcia | AMERICA | 3700 | Prem.Garcia@JACANA.EXAMPLE.COM | 145 | 10-Dec-60 | married | M | I: 170,000 – 189,999 |
| 274 | Bob | McCarthy | AMERICA | 5000 | Bob.McCarthy@ANI.EXAMPLE.COM | 149 | 19-Jan-46 | single | M | A: Below 30,000 |
| 275 | Dom | McQueen | AMERICA | 5000 | Dom.McQueen@AUKLET.EXAMPLE.COM | 149 | 8-Feb-84 | married | F | G: 130,000 – 149,999 |
| 276 | Dom | Hoskins | AMERICA | 5000 | Dom.Hoskins@AVOCET.EXAMPLE.COM | 149 | 10-Mar-51 | married | M | E: 90,000 – 109,999 |
| 101 | Constantin | Welles | AMERICA | 100 | Constantin.Welles@ANHINGA.EXAMPLE.COM | 145 | 20-Feb-72 | married | M | B: 30,000 – 49,999 |
| 102 | Harrison | Pacino | AMERICA | 100 | Harrison.Pacino@ANI.EXAMPLE.COM | 145 | 2-Mar-53 | single | M | I: 170,000 – 189,999 |
| 103 | Manisha | Taylor | AMERICA | 100 | Manisha.Taylor@AUKLET.EXAMPLE.COM | 145 | 22-Mar-83 | married | F | H: 150,000 – 169,999 |
| 104 | Harrison | Sutherland | AMERICA | 100 | Harrison.Sutherland@GODWIT.EXAMPLE.COM | 145 | 31-Mar-72 | single | F | H: 150,000 – 169,999 |
| 105 | Matthias | MacGraw | AMERICA | 100 | Matthias.MacGraw@GOLDENEYE.EXAMPLE.COM | 145 | 21-Apr-69 | married | F | C: 50,000 – 69,999 |
| 106 | Matthias | Hannah | AMERICA | 100 | Matthias.Hannah@GREBE.EXAMPLE.COM | 145 | 30-Apr-60 | single | M | F: 110,000 – 129,999 |
| 107 | Matthias | Cruise | AMERICA | 100 | Matthias.Cruise@GROSBEAK.EXAMPLE.COM | 145 | 21-May-69 | married | F | G: 130,000 – 149,999 |
| 108 | Meenakshi | Mason | AMERICA | 100 | Meenakshi.Mason@JACANA.EXAMPLE.COM | 145 | 20-Jun-57 | married | M | H: 150,000 – 169,999 |
| 109 | Christian | Cage | AMERICA | 100 | Christian.Cage@KINGLET.EXAMPLE.COM | 145 | 30-Jun-38 | single | M | F: 110,000 – 129,999 |
| 110 | Charlie | Sutherland | AMERICA | 200 | Charlie.Sutherland@LIMPKIN.EXAMPLE.COM | 145 | 20-Jul-51 | married | M | G: 130,000 – 149,999 |
| 111 | Charlie | Pacino | AMERICA | 200 | Charlie.Pacino@LONGSPUR.EXAMPLE.COM | 145 | 29-Jul-48 | single | M | G: 130,000 – 149,999 |
| 112 | Guillaume | Jackson | AMERICA | 200 | Guillaume.Jackson@MOORHEN.EXAMPLE.COM | 145 | 19-Aug-54 | married | M | I: 170,000 – 189,999 |
| 113 | Daniel | Costner | AMERICA | 200 | Daniel.Costner@PARULA.EXAMPLE.COM | 145 | 29-Aug-77 | single | M | I: 170,000 – 189,999 |
| 114 | Dianne | Derek | AMERICA | 200 | Dianne.Derek@SAW-WHET.EXAMPLE.COM | 145 | 17-Sep-48 | married | M | H: 150,000 – 169,999 |
| 115 | Geraldine | Schneider | AMERICA | 200 | Geraldine.Schneider@SCAUP.EXAMPLE.COM | 145 | 18-Oct-31 | married | M | B: 30,000 – 49,999 |
| 116 | Geraldine | Martin | AMERICA | 200 | Geraldine.Martin@SCOTER.EXAMPLE.COM | 145 | 28-Oct-27 | single | M | A: Below 30,000 |
| 117 | Guillaume | Edwards | AMERICA | 200 | Guillaume.Edwards@SHRIKE.EXAMPLE.COM | 145 | 16-Nov-52 | married | M | E: 90,000 – 109,999 |
| 118 | Maurice | Mahoney | AMERICA | 200 | Maurice.Mahoney@SNIPE.EXAMPLE.COM | 145 | 27-Nov-66 | single | M | F: 110,000 – 129,999 |
| 119 | Maurice | Hasan | AMERICA | 200 | Maurice.Hasan@STILT.EXAMPLE.COM | 145 | 17-Dec-65 | married | M | G: 130,000 – 149,999 |
| 120 | Diane | Higgins | AMERICA | 200 | Diane.Higgins@TANAGER.EXAMPLE.COM | 145 | 26-Dec-84 | single | M | H: 150,000 – 169,999 |
| 121 | Dianne | Sen | AMERICA | 200 | Dianne.Sen@TATTLER.EXAMPLE.COM | 145 | 15-Jan-53 | married | M | H: 150,000 – 169,999 |
| 122 | Maurice | Daltrey | AMERICA | 200 | Maurice.Daltrey@TEAL.EXAMPLE.COM | 145 | 15-Feb-43 | married | M | A: Below 30,000 |
| 185 | Matthew | Wright | AMERICA | 1200 | Matthew.Wright@OVENBIRD.EXAMPLE.COM | 149 | 1-Dec-59 | married | F | G: 130,000 – 149,999 |
| 186 | Meena | Alexander | AMERICA | 1200 | Meena.Alexander@PARULA.EXAMPLE.COM | 149 | 11-Dec-61 | single | F | K: 250,000 – 299,999 |
| 188 | Charlotte | Buckley | AMERICA | 1200 | Charlotte.Buckley@PINTAIL.EXAMPLE.COM | 149 | 10-Jan-49 | single | F | F: 110,000 – 129,999 |
| 277 | Don | Siegel | AMERICA | 5000 | Don.Siegel@BITTERN.EXAMPLE.COM | 149 | 20-Mar-50 | single | M | B: 30,000 – 49,999 |
| 278 | Gvtz | Bradford | AMERICA | 5000 | Gvtz.Bradford@BULBUL.EXAMPLE.COM | 149 | 8-Apr-64 | married | M | K: 250,000 – 299,999 |
| 279 | Holly | Kurosawa | AMERICA | 5000 | Holly.Kurosawa@CARACARA.EXAMPLE.COM | 149 | 19-Apr-61 | single | M | I: 170,000 – 189,999 |
| 280 | Rob | MacLaine | AMERICA | 5000 | Rob.MacLaine@COOT.EXAMPLE.COM | 149 | 9-May-49 | married | M | B: 30,000 – 49,999 |
| 281 | Don | Barkin | AMERICA | 5000 | Don.Barkin@CORMORANT.EXAMPLE.COM | 149 | 18-May-56 | single | M | I: 170,000 – 189,999 |
| 282 | Kurt | Danson | AMERICA | 5000 | Kurt.Danson@COWBIRD.EXAMPLE.COM | 145 | 7-Jun-88 | married | M | H: 150,000 – 169,999 |
| 283 | Kurt | Heard | AMERICA | 5000 | Kurt.Heard@CURLEW.EXAMPLE.COM | 145 | 18-Jun-94 | single | M | H: 150,000 – 169,999 |
| 308 | Glenda | Dunaway | CHINA | 1200 | Glenda.Dunaway@DOWITCHER.EXAMPLE.COM | 148 | 8-Jul-57 | married | M | C: 50,000 – 69,999 |
| 309 | Glenda | Bates | CHINA | 1200 | Glenda.Bates@DIPPER.EXAMPLE.COM | 148 | 18-Jul-55 | single | M | F: 110,000 – 129,999 |
| 323 | Goetz | Falk | INDIA | 5000 | Goetz.Falk@VEERY.EXAMPLE.COM | 148 | 6-Aug-80 | married | F | G: 130,000 – 149,999 |
| 326 | Hal | Olin | GERMANY | 2400 | Hal.Olin@FLICKER.EXAMPLE.COM | 147 | 6-Sep-59 | married | F | H: 150,000 – 169,999 |
| 327 | Hannah | Kanth | GERMANY | 2400 | Hannah.Kanth@GADWALL.EXAMPLE.COM | 147 | 15-Sep-56 | single | M | F: 110,000 – 129,999 |
| 328 | Hannah | Field | GERMANY | 2400 | Hannah.Field@GALLINULE.EXAMPLE.COM | 147 | 6-Oct-85 | married | F | G: 130,000 – 149,999 |
| 333 | Margret | Powell | ITALY | 1200 | Margret.Powell@ANI.EXAMPLE.COM | 147 | 16-Oct-53 | single | M | G: 130,000 – 149,999 |
| 334 | Harry Mean | Taylor | AMERICA | 1200 | HarryMean.Taylor@REDPOLL.EXAMPLE.COM | 147 | 15-Nov-81 | single | M | I: 170,000 – 189,999 |
| 335 | Margrit | Garner | ITALY | 500 | Margrit.Garner@STILT.EXAMPLE.COM | 147 | 5-Dec-82 | married | F | H: 150,000 – 169,999 |
| 337 | Maria | Warden | ITALY | 500 | Maria.Warden@TANAGER.EXAMPLE.COM | 147 | 3-Jan-73 | married | F | B: 30,000 – 49,999 |
| 361 | Marilou | Chapman | ITALY | 500 | Marilou.Chapman@TEAL.EXAMPLE.COM | 147 | 11-Aug-89 | single | F | D: 70,000 – 89,999 |
| 363 | Kathy | Lambert | ITALY | 2400 | Kathy.Lambert@COOT.EXAMPLE.COM | 147 | 31-Aug-56 | married | M | C: 50,000 – 69,999 |
| 360 | Helmut | Capshaw | CHINA | 3600 | Helmut.Capshaw@TROGON.EXAMPLE.COM | 148 | 1-Aug-77 | married | M | J: 190,000 – 249,999 |
| 341 | Keir | George | ITALY | 700 | Keir.George@VIREO.EXAMPLE.COM | 147 | 3-Feb-63 | married | F | E: 90,000 – 109,999 |
| 342 | Marlon | Laughton | ITALY | 2400 | Marlon.Laughton@CORMORANT.EXAMPLE.COM | 147 | 13-Feb-47 | single | F | F: 110,000 – 129,999 |
| 343 | Keir | Chandar | ITALY | 700 | Keir.Chandar@WATERTHRUSH.EXAMPLE.COM | 147 | 4-Mar-60 | married | M | G: 130,000 – 149,999 |
| 345 | Keir | Weaver | ITALY | 700 | Keir.Weaver@WHIMBREL.EXAMPLE.COM | 147 | 4-Apr-62 | married | M | H: 150,000 – 169,999 |
| 346 | Marlon | Clapton | ITALY | 2400 | Marlon.Clapton@COWBIRD.EXAMPLE.COM | 147 | 13-Apr-88 | married | M | K: 250,000 – 299,999 |
| 347 | Kelly | Quinlan | ITALY | 3600 | Kelly.Quinlan@PYRRHULOXIA.EXAMPLE.COM | 147 | 3-May-29 | married | F | A: Below 30,000 |
| 349 | Ken | Glenn | ITALY | 3600 | Ken.Glenn@SAW-WHET.EXAMPLE.COM | 147 | 3-Jun-67 | married | M | K: 250,000 – 299,999 |
| 350 | Ken | Chopra | ITALY | 3600 | Ken.Chopra@SCAUP.EXAMPLE.COM | 147 | 13-Jun-51 | single | F | F: 110,000 – 129,999 |
| 351 | Ken | Wenders | ITALY | 3600 | Ken.Wenders@REDPOLL.EXAMPLE.COM | 147 | 3-Jul-62 | married | F | F: 110,000 – 129,999 |
| 380 | Meryl | Holden | INDIA | 3700 | Meryl.Holden@DIPPER.EXAMPLE.COM | 148 | 10-Oct-61 | single | F | H: 150,000 – 169,999 |
| 447 | Richard | Coppola | ITALY | 500 | Richard.Coppola@SISKIN.EXAMPLE.COM | 147 | 30-Oct-81 | married | F | C: 50,000 – 69,999 |
| 448 | Richard | Winters | ITALY | 500 | Richard.Winters@SNIPE.EXAMPLE.COM | 147 | 30-Nov-54 | married | M | F: 110,000 – 129,999 |
| 450 | Rick | Lyon | ITALY | 1500 | Rick.Lyon@MERGANSER.EXAMPLE.COM | 147 | 1-Jan-41 | married | F | F: 110,000 – 129,999 |
| 451 | Ridley | Hackman | ITALY | 700 | Ridley.Hackman@ANHINGA.EXAMPLE.COM | 147 | 11-Jan-50 | single | F | H: 150,000 – 169,999 |
| 452 | Ridley | Coyote | ITALY | 700 | Ridley.Coyote@ANI.EXAMPLE.COM | 147 | 31-Jan-49 | married | M | F: 110,000 – 129,999 |
| 454 | Rob | Russell | INDIA | 5000 | Rob.Russell@VERDIN.EXAMPLE.COM | 148 | 2-Mar-77 | married | M | E: 90,000 – 109,999 |
| 458 | Robert | de Niro | INDIA | 3700 | Robert.deNiro@DOWITCHER.EXAMPLE.COM | 148 | 12-Mar-86 | single | F | H: 150,000 – 169,999 |
| 466 | Rodolfo | Hershey | INDIA | 5000 | Rodolfo.Hershey@VIREO.EXAMPLE.COM | 148 | 11-Apr-47 | single | M | F: 110,000 – 129,999 |
| 467 | Rodolfo | Dench | INDIA | 5000 | Rodolfo.Dench@SCOTER.EXAMPLE.COM | 148 | 1-May-71 | married | F | F: 110,000 – 129,999 |
| 468 | Rodolfo | Altman | INDIA | 5000 | Rodolfo.Altman@SHRIKE.EXAMPLE.COM | 148 | 11-May-83 | single | F | F: 110,000 – 129,999 |
| 189 | Gena | Harris | AMERICA | 1200 | Gena.Harris@PIPIT.EXAMPLE.COM | 149 | 30-Jan-55 | married | M | F: 110,000 – 129,999 |
| 190 | Gena | Curtis | AMERICA | 1200 | Gena.Curtis@PLOVER.EXAMPLE.COM | 149 | 9-Feb-82 | single | M | J: 190,000 – 249,999 |
| 191 | Maureen | Sanders | AMERICA | 1200 | Maureen.Sanders@PUFFIN.EXAMPLE.COM | 149 | 29-Feb-24 | married | M | A: Below 30,000 |
| 192 | Sean | Stockwell | AMERICA | 1200 | Sean.Stockwell@PYRRHULOXIA.EXAMPLE.COM | 149 | 30-Mar-56 | married | M | I: 170,000 – 189,999 |
| 193 | Harry dean | Kinski | AMERICA | 1200 | Harrydean.Kinski@REDPOLL.EXAMPLE.COM | 149 | 30-Apr-55 | married | M | D: 70,000 – 89,999 |
| 194 | Kathleen | Garcia | AMERICA | 1200 | Kathleen.Garcia@REDSTART.EXAMPLE.COM | 149 | 30-May-71 | married | F | I: 170,000 – 189,999 |
| 195 | Sean | Olin | AMERICA | 1200 | Sean.Olin@SCAUP.EXAMPLE.COM | 149 | 9-Jun-86 | single | F | F: 110,000 – 129,999 |
| 196 | Gerard | Dench | AMERICA | 1200 | Gerard.Dench@SCOTER.EXAMPLE.COM | 149 | 29-Jun-53 | married | F | E: 90,000 – 109,999 |
| 197 | Gerard | Altman | AMERICA | 1200 | Gerard.Altman@SHRIKE.EXAMPLE.COM | 149 | 8-Jul-84 | single | F | F: 110,000 – 129,999 |
| 198 | Maureen | de Funes | AMERICA | 1200 | Maureen.deFunes@SISKIN.EXAMPLE.COM | 149 | 29-Jul-49 | married | F | D: 70,000 – 89,999 |
| 199 | Clint | Chapman | AMERICA | 1400 | Clint.Chapman@SNIPE.EXAMPLE.COM | 149 | 7-Aug-52 | single | F | F: 110,000 – 129,999 |
| 200 | Clint | Gielgud | AMERICA | 1400 | Clint.Gielgud@STILT.EXAMPLE.COM | 149 | 28-Aug-78 | married | F | E: 90,000 – 109,999 |
| 201 | Eric | Prashant | AMERICA | 1400 | Eric.Prashant@TATTLER.EXAMPLE.COM | 149 | 27-Sep-43 | married | F | C: 50,000 – 69,999 |
| 202 | Ingrid | Welles | AMERICA | 1400 | Ingrid.Welles@TEAL.EXAMPLE.COM | 149 | 27-Oct-39 | married | M | D: 70,000 – 89,999 |
| 203 | Ingrid | Rampling | AMERICA | 1400 | Ingrid.Rampling@WIGEON.EXAMPLE.COM | 149 | 5-Nov-48 | single | M | F: 110,000 – 129,999 |
| 204 | Cliff | Puri | AMERICA | 1400 | Cliff.Puri@CORMORANT.EXAMPLE.COM | 149 | 26-Nov-61 | married | M | J: 190,000 – 249,999 |
| 205 | Emily | Pollack | AMERICA | 1400 | Emily.Pollack@DIPPER.EXAMPLE.COM | 149 | 6-Dec-55 | single | M | L: 300,000 and above |
| 206 | Fritz | Hackman | AMERICA | 1400 | Fritz.Hackman@DUNLIN.EXAMPLE.COM | 149 | 26-Dec-83 | married | F | G: 130,000 – 149,999 |
| 207 | Cybill | Laughton | AMERICA | 1400 | Cybill.Laughton@EIDER.EXAMPLE.COM | 149 | 4-Jan-89 | single | M | F: 110,000 – 129,999 |
| 208 | Cyndi | Griem | AMERICA | 1400 | Cyndi.Griem@GALLINULE.EXAMPLE.COM | 149 | 25-Jan-56 | married | M | E: 90,000 – 109,999 |
| 209 | Cyndi | Collins | AMERICA | 1400 | Cyndi.Collins@GODWIT.EXAMPLE.COM | 149 | 4-Feb-46 | single | M | D: 70,000 – 89,999 |
| 210 | Cybill | Clapton | AMERICA | 1400 | Cybill.Clapton@GOLDENEYE.EXAMPLE.COM | 149 | 24-Feb-74 | married | F | D: 70,000 – 89,999 |
| 211 | Luchino | Jordan | AMERICA | 1500 | Luchino.Jordan@GREBE.EXAMPLE.COM | 149 | 6-Mar-83 | single | F | A: Below 30,000 |
| 213 | Luchino | Bradford | AMERICA | 1500 | Luchino.Bradford@PARULA.EXAMPLE.COM | 149 | 24-Apr-76 | married | M | A: Below 30,000 |
| 214 | Robin | Danson | AMERICA | 1500 | Robin.Danson@PHAINOPEPLA.EXAMPLE.COM | 149 | 5-May-46 | single | M | F: 110,000 – 129,999 |
| 215 | Orson | Perkins | AMERICA | 1900 | Orson.Perkins@PINTAIL.EXAMPLE.COM | 149 | 24-May-85 | married | M | E: 90,000 – 109,999 |
| 216 | Orson | Koirala | AMERICA | 1900 | Orson.Koirala@PIPIT.EXAMPLE.COM | 149 | 4-Jun-79 | single | F | J: 190,000 – 249,999 |
| 218 | Bryan | Dvrrie | AMERICA | 2300 | Bryan.Dvrrie@REDPOLL.EXAMPLE.COM | 149 | 4-Jul-66 | single | F | G: 130,000 – 149,999 |
| 219 | Ajay | Sen | AMERICA | 2300 | Ajay.Sen@TROGON.EXAMPLE.COM | 149 | 13-Jul-77 | single | M | K: 250,000 – 299,999 |
| 220 | Carol | Jordan | AMERICA | 2300 | Carol.Jordan@TURNSTONE.EXAMPLE.COM | 149 | 23-Jul-76 | married | M | I: 170,000 – 189,999 |
| 221 | Carol | Bradford | AMERICA | 2300 | Carol.Bradford@VERDIN.EXAMPLE.COM | 149 | 2-Aug-53 | single | M | G: 130,000 – 149,999 |
| 223 | Cary | Olin | AMERICA | 2300 | Cary.Olin@WATERTHRUSH.EXAMPLE.COM | 149 | 2-Sep-35 | single | M | D: 70,000 – 89,999 |
| 224 | Clara | Krige | AMERICA | 2300 | Clara.Krige@WHIMBREL.EXAMPLE.COM | 149 | 22-Sep-59 | married | M | H: 150,000 – 169,999 |
| 225 | Clara | Ganesan | AMERICA | 2300 | Clara.Ganesan@WIGEON.EXAMPLE.COM | 149 | 2-Oct-59 | single | F | I: 170,000 – 189,999 |
| 227 | Kathy | Prashant | AMERICA | 2400 | Kathy.Prashant@ANI.EXAMPLE.COM | 149 | 1-Nov-83 | single | M | J: 190,000 – 249,999 |
| 228 | Graham | Neeson | AMERICA | 2400 | Graham.Neeson@AUKLET.EXAMPLE.COM | 149 | 20-Nov-41 | married | M | E: 90,000 – 109,999 |
| 229 | Ian | Chapman | AMERICA | 2400 | Ian.Chapman@AVOCET.EXAMPLE.COM | 149 | 30-Nov-65 | single | M | D: 70,000 – 89,999 |
| 230 | Danny | Wright | AMERICA | 2400 | Danny.Wright@BITTERN.EXAMPLE.COM | 149 | 20-Dec-48 | married | M | F: 110,000 – 129,999 |
| 232 | Donald | Hunter | AMERICA | 2400 | Donald.Hunter@CHACHALACA.EXAMPLE.COM | 145 | 20-Jan-60 | married | M | G: 130,000 – 149,999 |
| 233 | Graham | Spielberg | AMERICA | 2400 | Graham.Spielberg@CHUKAR.EXAMPLE.COM | 145 | 29-Jan-70 | single | M | D: 70,000 – 89,999 |
| 234 | Dan | Roberts | AMERICA | 2400 | Dan.Roberts@NUTHATCH.EXAMPLE.COM | 145 | 18-Feb-73 | married | M | I: 170,000 – 189,999 |
| 235 | Edward | Oates | AMERICA | 2400 | Edward.Oates@OVENBIRD.EXAMPLE.COM | 145 | 21-Mar-55 | married | M | E: 90,000 – 109,999 |
| 236 | Edward | Julius | AMERICA | 2400 | Edward.Julius@PARULA.EXAMPLE.COM | 145 | 30-Mar-86 | single | M | F: 110,000 – 129,999 |
| 237 | Farrah | Quinlan | AMERICA | 2400 | Farrah.Quinlan@PHAINOPEPLA.EXAMPLE.COM | 145 | 19-Apr-48 | married | M | A: Below 30,000 |
| 238 | Farrah | Lange | AMERICA | 2400 | Farrah.Lange@PHALAROPE.EXAMPLE.COM | 145 | 19-May-81 | married | M | F: 110,000 – 129,999 |
| 239 | Hal | Stockwell | AMERICA | 2400 | Hal.Stockwell@PHOEBE.EXAMPLE.COM | 145 | 29-May-66 | single | M | H: 150,000 – 169,999 |
| 240 | Malcolm | Kanth | AMERICA | 2400 | Malcolm.Kanth@PIPIT.EXAMPLE.COM | 145 | 19-Jun-55 | married | F | H: 150,000 – 169,999 |
| 241 | Malcolm | Broderick | AMERICA | 2400 | Malcolm.Broderick@PLOVER.EXAMPLE.COM | 145 | 28-Jun-52 | single | M | F: 110,000 – 129,999 |
| 242 | Mary | Lemmon | AMERICA | 2400 | Mary.Lemmon@PUFFIN.EXAMPLE.COM | 145 | 18-Jul-62 | married | M | K: 250,000 – 299,999 |
| 243 | Mary | Collins | AMERICA | 2400 | Mary.Collins@PYRRHULOXIA.EXAMPLE.COM | 145 | 18-Aug-55 | married | F | F: 110,000 – 129,999 |
| 244 | Matt | Gueney | AMERICA | 2400 | Matt.Gueney@REDPOLL.EXAMPLE.COM | 145 | 27-Aug-52 | single | M | G: 130,000 – 149,999 |
| 245 | Max | von Sydow | AMERICA | 2400 | Max.vonSydow@REDSTART.EXAMPLE.COM | 145 | 7-Sep-67 | single | M | K: 250,000 – 299,999 |
| 246 | Max | Schell | AMERICA | 2400 | Max.Schell@SANDERLING.EXAMPLE.COM | 145 | 16-Sep-84 | married | M | F: 110,000 – 129,999 |
| 247 | Cynda | Whitcraft | AMERICA | 2400 | Cynda.Whitcraft@SANDPIPER.EXAMPLE.COM | 145 | 16-Oct-54 | married | M | B: 30,000 – 49,999 |
| 248 | Donald | Minnelli | AMERICA | 2400 | Donald.Minnelli@SCAUP.EXAMPLE.COM | 145 | 26-Oct-53 | single | M | F: 110,000 – 129,999 |
| 249 | Hannah | Broderick | AMERICA | 2400 | Hannah.Broderick@SHRIKE.EXAMPLE.COM | 145 | 16-Nov-75 | married | M | D: 70,000 – 89,999 |
| 250 | Dan | Williams | AMERICA | 2400 | Dan.Williams@SISKIN.EXAMPLE.COM | 145 | 25-Nov-84 | single | M | A: Below 30,000 |
| 251 | Raul | Wilder | AMERICA | 2500 | Raul.Wilder@STILT.EXAMPLE.COM | 145 | 15-Dec-45 | married | M | E: 90,000 – 109,999 |
| 252 | Shah Rukh | Field | AMERICA | 2500 | ShahRukh.Field@WHIMBREL.EXAMPLE.COM | 145 | 25-Dec-57 | single | M | I: 170,000 – 189,999 |
| 253 | Sally | Bogart | AMERICA | 2500 | Sally.Bogart@WILLET.EXAMPLE.COM | 145 | 14-Jan-85 | married | M | H: 150,000 – 169,999 |
| 254 | Bruce | Bates | AMERICA | 3500 | Bruce.Bates@COWBIRD.EXAMPLE.COM | 145 | 25-Jan-40 | single | M | D: 70,000 – 89,999 |
| 256 | Ben | de Niro | AMERICA | 3500 | Ben.deNiro@KINGLET.EXAMPLE.COM | 145 | 24-Feb-80 | single | M | I: 170,000 – 189,999 |
| 257 | Emmet | Walken | AMERICA | 3600 | Emmet.Walken@LIMPKIN.EXAMPLE.COM | 145 | 15-Mar-75 | married | M | B: 30,000 – 49,999 |
| 258 | Ellen | Palin | AMERICA | 3600 | Ellen.Palin@LONGSPUR.EXAMPLE.COM | 145 | 14-Apr-77 | married | M | H: 150,000 – 169,999 |
| 259 | Denholm | von Sydow | AMERICA | 3600 | Denholm.vonSydow@MERGANSER.EXAMPLE.COM | 145 | 24-Apr-43 | single | F | D: 70,000 – 89,999 |
| 261 | Emmet | Garcia | AMERICA | 3600 | Emmet.Garcia@VIREO.EXAMPLE.COM | 149 | 13-Jun-61 | married | M | H: 150,000 – 169,999 |
| 124 | Diane | Mason | AMERICA | 200 | Diane.Mason@TROGON.EXAMPLE.COM | 145 | 16-Mar-81 | married | F | K: 250,000 – 299,999 |
| 125 | Dianne | Andrews | AMERICA | 200 | Dianne.Andrews@TURNSTONE.EXAMPLE.COM | 145 | 27-Mar-59 | single | F | F: 110,000 – 129,999 |
| 126 | Charles | Field | AMERICA | 300 | Charles.Field@BECARD.EXAMPLE.COM | 145 | 16-Apr-46 | married | F | F: 110,000 – 129,999 |
| 128 | Isabella | Reed | AMERICA | 300 | Isabella.Reed@BRANT.EXAMPLE.COM | 145 | 16-May-54 | married | F | J: 190,000 – 249,999 |
| 129 | Louis | Jackson | AMERICA | 400 | Louis.Jackson@CARACARA.EXAMPLE.COM | 145 | 26-May-39 | single | M | D: 70,000 – 89,999 |
| 130 | Louis | Edwards | AMERICA | 400 | Louis.Edwards@CHACHALACA.EXAMPLE.COM | 145 | 14-Jun-44 | married | M | C: 50,000 – 69,999 |
| 131 | Doris | Dutt | AMERICA | 400 | Doris.Dutt@CHUKAR.EXAMPLE.COM | 145 | 14-Jul-76 | married | F | C: 50,000 – 69,999 |
| 133 | Kristin | Malden | AMERICA | 400 | Kristin.Malden@GODWIT.EXAMPLE.COM | 145 | 14-Aug-50 | married | F | C: 50,000 – 69,999 |
| 134 | Sissy | Puri | AMERICA | 400 | Sissy.Puri@GREBE.EXAMPLE.COM | 145 | 12-Sep-72 | married | F | F: 110,000 – 129,999 |
| 135 | Doris | Bel Geddes | AMERICA | 400 | Doris.BelGeddes@GROSBEAK.EXAMPLE.COM | 145 | 22-Sep-80 | single | F | B: 30,000 – 49,999 |
| 136 | Sissy | Warden | AMERICA | 400 | Sissy.Warden@JACANA.EXAMPLE.COM | 145 | 12-Oct-44 | married | F | F: 110,000 – 129,999 |
| 138 | Mani | Fonda | AMERICA | 500 | Mani.Fonda@KINGLET.EXAMPLE.COM | 145 | 11-Nov-77 | married | M | F: 110,000 – 129,999 |
| 139 | Placido | Kubrick | AMERICA | 500 | Placido.Kubrick@SCOTER.EXAMPLE.COM | 145 | 22-Nov-42 | single | M | F: 110,000 – 129,999 |
| 140 | Claudia | Kurosawa | AMERICA | 500 | Claudia.Kurosawa@CHUKAR.EXAMPLE.COM | 145 | 11-Dec-81 | married | M | E: 90,000 – 109,999 |
| 141 | Maximilian | Henner | AMERICA | 500 | Maximilian.Henner@DUNLIN.EXAMPLE.COM | 145 | 21-Dec-73 | single | M | H: 150,000 – 169,999 |
| 143 | Sachin | Neeson | AMERICA | 500 | Sachin.Neeson@GALLINULE.EXAMPLE.COM | 145 | 20-Jan-62 | single | M | F: 110,000 – 129,999 |
| 767 | Klaus Maria | Russell | ITALY | 100 | KlausMaria.Russell@COOT.EXAMPLE.COM | 147 | 20-Jan-70 | married | M | C: 50,000 – 69,999 |
| 771 | Kris | de Niro | ITALY | 400 | Kris.deNiro@DUNLIN.EXAMPLE.COM | 147 | 21-Mar-77 | married | M | E: 90,000 – 109,999 |
| 826 | Alain | Barkin | SWITZERLAND | 500 | Alain.Barkin@VERDIN.EXAMPLE.COM | 147 | 20-May-69 | married | M | A: Below 30,000 |
| 830 | Albert | Dutt | SWITZERLAND | 3500 | Albert.Dutt@CURLEW.EXAMPLE.COM | 147 | 29-Aug-47 | single | M | F: 110,000 – 129,999 |
| 850 | Amanda | Finney | SWITZERLAND | 2300 | Amanda.Finney@STILT.EXAMPLE.COM | 147 | 23-Aug-91 | single | M | J: 190,000 – 249,999 |
| 905 | Billy | Hershey | INDIA | 1400 | Billy.Hershey@BULBUL.EXAMPLE.COM | 148 | 22-Oct-87 | single | F | G: 130,000 – 149,999 |
| 911 | Bo | Dickinson | INDIA | 5000 | Bo.Dickinson@TANAGER.EXAMPLE.COM | 148 | 11-Dec-81 | married | M | H: 150,000 – 169,999 |
| 919 | Brooke | Michalkow | INDIA | 3500 | Brooke.Michalkow@GROSBEAK.EXAMPLE.COM | 148 | 19-Feb-62 | single | M | D: 70,000 – 89,999 |
| 924 | Bruno | Montand | INDIA | 5000 | Bruno.Montand@TOWHEE.EXAMPLE.COM | 148 | 20-Apr-34 | single | F | D: 70,000 – 89,999 |
| 930 | Buster | Jackson | INDIA | 900 | Buster.Jackson@KILLDEER.EXAMPLE.COM | 148 | 8-Jul-24 | married | M | A: Below 30,000 |
| 980 | Daniel | Loren | INDIA | 200 | Daniel.Loren@REDSTART.EXAMPLE.COM | 148 | 17-Sep-70 | single | M | F: 110,000 – 129,999 |
| 473 | Rolf | Ashby | INDIA | 5000 | Rolf.Ashby@WATERTHRUSH.EXAMPLE.COM | 148 | 10-Jun-49 | single | M | G: 130,000 – 149,999 |
| 474 | Romy | Sharif | INDIA | 5000 | Romy.Sharif@SNIPE.EXAMPLE.COM | 148 | 29-Jun-76 | married | M | F: 110,000 – 129,999 |
| 475 | Romy | McCarthy | INDIA | 5000 | Romy.McCarthy@STILT.EXAMPLE.COM | 148 | 10-Jul-33 | single | F | D: 70,000 – 89,999 |
| 476 | Rosanne | Hopkins | INDIA | 300 | Rosanne.Hopkins@ANI.EXAMPLE.COM | 148 | 30-Jul-79 | married | M | D: 70,000 – 89,999 |
| 477 | Rosanne | Douglas | INDIA | 300 | Rosanne.Douglas@ANHINGA.EXAMPLE.COM | 148 | 9-Aug-70 | single | F | F: 110,000 – 129,999 |
| 478 | Rosanne | Baldwin | INDIA | 300 | Rosanne.Baldwin@AUKLET.EXAMPLE.COM | 148 | 29-Aug-67 | married | F | A: Below 30,000 |
| 479 | Roxanne | Shepherd | INDIA | 1200 | Roxanne.Shepherd@DUNLIN.EXAMPLE.COM | 148 | 8-Sep-63 | single | F | I: 170,000 – 189,999 |
| 480 | Roxanne | Michalkow | INDIA | 1200 | Roxanne.Michalkow@EIDER.EXAMPLE.COM | 148 | 18-Sep-73 | single | M | L: 300,000 and above |
| 481 | Roy | Hulce | INDIA | 5000 | Roy.Hulce@SISKIN.EXAMPLE.COM | 148 | 28-Sep-67 | married | F | E: 90,000 – 109,999 |
| 482 | Roy | Dunaway | INDIA | 5000 | Roy.Dunaway@WHIMBREL.EXAMPLE.COM | 148 | 28-Oct-55 | married | F | F: 110,000 – 129,999 |
| 483 | Roy | Bates | INDIA | 5000 | Roy.Bates@WIGEON.EXAMPLE.COM | 148 | 7-Nov-42 | single | M | G: 130,000 – 149,999 |
| 487 | Rufus | Dvrrie | INDIA | 1900 | Rufus.Dvrrie@PLOVER.EXAMPLE.COM | 148 | 26-Nov-60 | married | M | J: 190,000 – 249,999 |
| 488 | Rufus | Belushi | INDIA | 1900 | Rufus.Belushi@PUFFIN.EXAMPLE.COM | 148 | 26-Dec-52 | married | M | G: 130,000 – 149,999 |
| 492 | Sally | Edwards | INDIA | 2500 | Sally.Edwards@TURNSTONE.EXAMPLE.COM | 148 | 6-Jan-80 | married | F | K: 250,000 – 299,999 |
| 496 | Scott | Jordan | INDIA | 5000 | Scott.Jordan@WILLET.EXAMPLE.COM | 148 | 25-Jan-45 | married | F | G: 130,000 – 149,999 |
| 605 | Shammi | Pacino | INDIA | 500 | Shammi.Pacino@BITTERN.EXAMPLE.COM | 148 | 5-Feb-59 | single | F | B: 30,000 – 49,999 |
| 606 | Sharmila | Kazan | INDIA | 500 | Sharmila.Kazan@BRANT.EXAMPLE.COM | 148 | 25-Feb-38 | married | F | D: 70,000 – 89,999 |
| 609 | Shelley | Taylor | INDIA | 3700 | Shelley.Taylor@CURLEW.EXAMPLE.COM | 148 | 26-Mar-57 | married | F | I: 170,000 – 189,999 |
| 615 | Shyam | Plummer | INDIA | 2500 | Shyam.Plummer@VEERY.EXAMPLE.COM | 148 | 25-Apr-69 | married | M | J: 190,000 – 249,999 |
| 621 | Silk | Kurosawa | INDIA | 1500 | Silk.Kurosawa@NUTHATCH.EXAMPLE.COM | 148 | 5-May-84 | single | F | G: 130,000 – 149,999 |
| 712 | M. Emmet | Stockwell | ITALY | 3700 | M.Emmet.Stockwell@COOT.EXAMPLE.COM | 147 | 5-Jun-83 | single | M | H: 150,000 – 169,999 |
| 713 | M. Emmet | Olin | ITALY | 3700 | M.Emmet.Olin@CORMORANT.EXAMPLE.COM | 147 | 24-Jun-48 | married | F | F: 110,000 – 129,999 |
| 717 | Mammutti | Sutherland | ITALY | 500 | Mammutti.Sutherland@TOWHEE.EXAMPLE.COM | 147 | 25-Jul-74 | married | M | D: 70,000 – 89,999 |
| 719 | Mani | Kazan | ITALY | 500 | Mani.Kazan@TROGON.EXAMPLE.COM | 147 | 4-Aug-62 | single | M | I: 170,000 – 189,999 |
| 721 | Mani | Buckley | ITALY | 500 | Mani.Buckley@TURNSTONE.EXAMPLE.COM | 147 | 23-Aug-44 | married | M | E: 90,000 – 109,999 |
| 729 | Margaux | Krige | ITALY | 2400 | Margaux.Krige@DUNLIN.EXAMPLE.COM | 147 | 23-Sep-42 | married | M | F: 110,000 – 129,999 |
| 731 | Margaux | Capshaw | ITALY | 2400 | Margaux.Capshaw@EIDER.EXAMPLE.COM | 147 | 2-Oct-33 | single | M | B: 30,000 – 49,999 |
| 754 | Kevin | Goodman | ITALY | 700 | Kevin.Goodman@WIGEON.EXAMPLE.COM | 147 | 22-Oct-48 | married | M | E: 90,000 – 109,999 |
| 756 | Kevin | Wilder | ITALY | 700 | Kevin.Wilder@AUKLET.EXAMPLE.COM | 147 | 2-Dec-86 | single | M | G: 130,000 – 149,999 |
| 757 | Kiefer | Reynolds | ITALY | 700 | Kiefer.Reynolds@AVOCET.EXAMPLE.COM | 147 | 21-Dec-53 | married | M | F: 110,000 – 129,999 |
| 766 | Klaus | Young | ITALY | 600 | Klaus.Young@OVENBIRD.EXAMPLE.COM | 147 | 1-Jan-55 | single | M | H: 150,000 – 169,999 |
| 768 | Klaus Maria | MacLaine | ITALY | 100 | KlausMaria.MacLaine@CHUKAR.EXAMPLE.COM | 147 | 31-Jan-80 | single | M | A: Below 30,000 |
| 769 | Kris | Harris | ITALY | 400 | Kris.Harris@DIPPER.EXAMPLE.COM | 147 | 19-Feb-49 | married | M | G: 130,000 – 149,999 |
| 770 | Kris | Curtis | ITALY | 400 | Kris.Curtis@DOWITCHER.EXAMPLE.COM | 147 | 2-Mar-55 | single | M | K: 250,000 – 299,999 |
| 772 | Kristin | Savage | ITALY | 400 | Kristin.Savage@CURLEW.EXAMPLE.COM | 147 | 1-Apr-43 | single | F | F: 110,000 – 129,999 |
| 782 | Laurence | Seignier | THAILAND | 1200 | Laurence.Seignier@CREEPER.EXAMPLE.COM | 149 | 21-Apr-83 | married | M | F: 110,000 – 129,999 |
| 825 | Alain | Dreyfuss | SWITZERLAND | 500 | Alain.Dreyfuss@VEERY.EXAMPLE.COM | 147 | 30-Apr-76 | single | M | J: 190,000 – 249,999 |
| 827 | Alain | Siegel | SWITZERLAND | 500 | Alain.Siegel@VIREO.EXAMPLE.COM | 147 | 19-Jun-73 | married | F | I: 170,000 – 189,999 |
| 828 | Alan | Minnelli | SWITZERLAND | 2300 | Alan.Minnelli@TANAGER.EXAMPLE.COM | 147 | 20-Jul-55 | married | M | D: 70,000 – 89,999 |
| 829 | Alan | Hunter | SWITZERLAND | 2300 | Alan.Hunter@TATTLER.EXAMPLE.COM | 147 | 19-Aug-59 | married | M | I: 170,000 – 189,999 |
| 831 | Albert | Bel Geddes | SWITZERLAND | 3500 | Albert.BelGeddes@DIPPER.EXAMPLE.COM | 147 | 17-Sep-52 | married | M | E: 90,000 – 109,999 |
| 832 | Albert | Spacek | SWITZERLAND | 3500 | Albert.Spacek@DOWITCHER.EXAMPLE.COM | 147 | 27-Sep-76 | single | M | F: 110,000 – 129,999 |
| 833 | Alec | Moranis | SWITZERLAND | 3500 | Alec.Moranis@DUNLIN.EXAMPLE.COM | 147 | 17-Oct-34 | married | M | D: 70,000 – 89,999 |
| 834 | Alec | Idle | SWITZERLAND | 3500 | Alec.Idle@EIDER.EXAMPLE.COM | 147 | 27-Oct-64 | single | M | F: 110,000 – 129,999 |
| 835 | Alexander | Eastwood | SWITZERLAND | 1200 | Alexander.Eastwood@AVOCET.EXAMPLE.COM | 147 | 16-Nov-42 | married | F | E: 90,000 – 109,999 |
| 836 | Alexander | Berenger | SWITZERLAND | 1200 | Alexander.Berenger@BECARD.EXAMPLE.COM | 147 | 16-Dec-52 | married | F | C: 50,000 – 69,999 |
| 837 | Alexander | Stanton | SWITZERLAND | 1200 | Alexander.Stanton@AUKLET.EXAMPLE.COM | 147 | 15-Jan-65 | married | F | D: 70,000 – 89,999 |
| 838 | Alfred | Nicholson | SWITZERLAND | 3500 | Alfred.Nicholson@CREEPER.EXAMPLE.COM | 147 | 25-Jan-85 | single | M | F: 110,000 – 129,999 |
| 839 | Alfred | Johnson | SWITZERLAND | 3500 | Alfred.Johnson@FLICKER.EXAMPLE.COM | 147 | 14-Feb-57 | married | M | J: 190,000 – 249,999 |
| 840 | Ali | Elliott | SWITZERLAND | 1400 | Ali.Elliott@ANHINGA.EXAMPLE.COM | 147 | 16-Mar-51 | married | M | G: 130,000 – 149,999 |
| 841 | Ali | Boyer | SWITZERLAND | 1400 | Ali.Boyer@WILLET.EXAMPLE.COM | 147 | 26-Mar-51 | single | M | F: 110,000 – 129,999 |
| 842 | Ali | Stern | SWITZERLAND | 1400 | Ali.Stern@YELLOWTHROAT.EXAMPLE.COM | 147 | 15-Apr-77 | married | M | E: 90,000 – 109,999 |
| 843 | Alice | Oates | SWITZERLAND | 700 | Alice.Oates@BECARD.EXAMPLE.COM | 147 | 25-Apr-59 | single | F | D: 70,000 – 89,999 |
| 844 | Alice | Julius | SWITZERLAND | 700 | Alice.Julius@BITTERN.EXAMPLE.COM | 147 | 15-May-44 | married | F | D: 70,000 – 89,999 |
| 845 | Ally | Fawcett | SWITZERLAND | 5000 | Ally.Fawcett@PLOVER.EXAMPLE.COM | 147 | 25-May-44 | single | F | A: Below 30,000 |
| 846 | Ally | Brando | SWITZERLAND | 5000 | Ally.Brando@PINTAIL.EXAMPLE.COM | 147 | 14-Jun-62 | married | F | L: 300,000 and above |
| 847 | Ally | Streep | SWITZERLAND | 5000 | Ally.Streep@PIPIT.EXAMPLE.COM | 147 | 14-Jul-42 | married | M | A: Below 30,000 |
| 848 | Alonso | Olmos | SWITZERLAND | 1800 | Alonso.Olmos@PHALAROPE.EXAMPLE.COM | 147 | 24-Jul-48 | single | F | F: 110,000 – 129,999 |
| 849 | Alonso | Kaurusmdki | SWITZERLAND | 1800 | Alonso.Kaurusmdki@PHOEBE.EXAMPLE.COM | 147 | 13-Aug-80 | married | F | E: 90,000 – 109,999 |
| 851 | Amanda | Brown | SWITZERLAND | 2300 | Amanda.Brown@THRASHER.EXAMPLE.COM | 147 | 12-Sep-51 | married | F | B: 30,000 – 49,999 |
| 852 | Amanda | Tanner | SWITZERLAND | 2300 | Amanda.Tanner@TEAL.EXAMPLE.COM | 147 | 22-Sep-53 | single | F | G: 130,000 – 149,999 |
| 853 | Amrish | Palin | SWITZERLAND | 400 | Amrish.Palin@EIDER.EXAMPLE.COM | 147 | 12-Oct-77 | married | F | I: 170,000 – 189,999 |
| 906 | Billy | Dench | INDIA | 1400 | Billy.Dench@CARACARA.EXAMPLE.COM | 148 | 11-Nov-58 | married | M | I: 170,000 – 189,999 |
| 909 | Blake | Mastroianni | INDIA | 1200 | Blake.Mastroianni@FLICKER.EXAMPLE.COM | 148 | 21-Nov-49 | single | M | D: 70,000 – 89,999 |
| 912 | Bo | Ashby | INDIA | 5000 | Bo.Ashby@TATTLER.EXAMPLE.COM | 148 | 21-Dec-56 | single | M | I: 170,000 – 189,999 |
| 913 | Bob | Sharif | INDIA | 5000 | Bob.Sharif@TEAL.EXAMPLE.COM | 148 | 10-Jan-85 | married | M | F: 110,000 – 129,999 |
| 916 | Brian | Douglas | INDIA | 500 | Brian.Douglas@AVOCET.EXAMPLE.COM | 148 | 20-Jan-78 | single | M | J: 190,000 – 249,999 |
| 917 | Brian | Baldwin | INDIA | 500 | Brian.Baldwin@BECARD.EXAMPLE.COM | 148 | 9-Feb-75 | married | M | E: 90,000 – 109,999 |
| 920 | Bruce | Hulce | INDIA | 3500 | Bruce.Hulce@JACANA.EXAMPLE.COM | 148 | 10-Mar-72 | married | M | F: 110,000 – 129,999 |
| 921 | Bruce | Dunaway | INDIA | 3500 | Bruce.Dunaway@JUNCO.EXAMPLE.COM | 148 | 20-Mar-48 | single | F | F: 110,000 – 129,999 |
| 923 | Bruno | Slater | INDIA | 5000 | Bruno.Slater@THRASHER.EXAMPLE.COM | 148 | 9-Apr-60 | married | F | G: 130,000 – 149,999 |
| 927 | Bryan | Belushi | INDIA | 2300 | Bryan.Belushi@TOWHEE.EXAMPLE.COM | 148 | 10-May-61 | married | M | I: 170,000 – 189,999 |
| 928 | Burt | Spielberg | INDIA | 5000 | Burt.Spielberg@TROGON.EXAMPLE.COM | 148 | 9-Jun-54 | married | M | E: 90,000 – 109,999 |
| 929 | Burt | Neeson | INDIA | 5000 | Burt.Neeson@TURNSTONE.EXAMPLE.COM | 148 | 19-Jun-78 | single | M | F: 110,000 – 129,999 |
| 931 | Buster | Edwards | INDIA | 900 | Buster.Edwards@KINGLET.EXAMPLE.COM | 148 | 8-Aug-47 | married | M | F: 110,000 – 129,999 |
| 932 | Buster | Bogart | INDIA | 900 | Buster.Bogart@KISKADEE.EXAMPLE.COM | 148 | 17-Aug-52 | single | M | H: 150,000 – 169,999 |
| 934 | C. Thomas | Nolte | INDIA | 600 | C.Thomas.Nolte@PHOEBE.EXAMPLE.COM | 148 | 7-Sep-59 | married | M | H: 150,000 – 169,999 |
| 981 | Daniel | Gueney | CHINA | 200 | Daniel.Gueney@REDPOLL.EXAMPLE.COM | 148 | 7-Oct-73 | married | M | K: 250,000 – 299,999 |
| 123 | Elizabeth | Brown | AMERICA | 200 | Elizabeth.Brown@THRASHER.EXAMPLE.COM | 145 | 24-Feb-49 | single | F | F: 110,000 – 129,999 |
| 127 | Charles | Broderick | AMERICA | 300 | Charles.Broderick@BITTERN.EXAMPLE.COM | 145 | 26-Apr-43 | single | F | B: 30,000 – 49,999 |
| 132 | Doris | Spacek | AMERICA | 400 | Doris.Spacek@FLICKER.EXAMPLE.COM | 145 | 25-Jul-87 | single | M | H: 150,000 – 169,999 |
| 137 | Elia | Brando | AMERICA | 500 | Elia.Brando@JUNCO.EXAMPLE.COM | 145 | 23-Oct-51 | single | M | H: 150,000 – 169,999 |
| 142 | Sachin | Spielberg | AMERICA | 500 | Sachin.Spielberg@GADWALL.EXAMPLE.COM | 145 | 11-Jan-71 | married | M | C: 50,000 – 69,999 |
| 163 | Ernest | Chandar | AMERICA | 900 | Ernest.Chandar@LIMPKIN.EXAMPLE.COM | 145 | 16-Dec-62 | single | M | H: 150,000 – 169,999 |
| 168 | Hema | Voight | AMERICA | 1200 | Hema.Voight@PHALAROPE.EXAMPLE.COM | 145 | 16-Mar-50 | single | M | H: 150,000 – 169,999 |
| 173 | Kathleen | Walken | AMERICA | 1200 | Kathleen.Walken@VIREO.EXAMPLE.COM | 145 | 4-Jun-73 | married | F | E: 90,000 – 109,999 |
| 178 | Grace | Belushi | AMERICA | 1200 | Grace.Belushi@KILLDEER.EXAMPLE.COM | 149 | 2-Sep-86 | married | M | H: 150,000 – 169,999 |
| 182 | Lauren | Dench | AMERICA | 1200 | Lauren.Dench@LONGSPUR.EXAMPLE.COM | 149 | 22-Oct-75 | single | M | K: 250,000 – 299,999 |
| 187 | Grace | Dvrrie | AMERICA | 1200 | Grace.Dvrrie@PHOEBE.EXAMPLE.COM | 149 | 31-Dec-48 | married | F | E: 90,000 – 109,999 |
| 212 | Luchino | Falk | AMERICA | 1500 | Luchino.Falk@OVENBIRD.EXAMPLE.COM | 149 | 25-Mar-72 | married | M | L: 300,000 and above |
| 217 | Bryan | Huston | AMERICA | 2300 | Bryan.Huston@PYRRHULOXIA.EXAMPLE.COM | 149 | 23-Jun-73 | married | F | B: 30,000 – 49,999 |
| 222 | Cary | Stockwell | AMERICA | 2300 | Cary.Stockwell@VIREO.EXAMPLE.COM | 149 | 23-Aug-63 | married | M | I: 170,000 – 189,999 |
| 226 | Ajay | Andrews | AMERICA | 2300 | Ajay.Andrews@YELLOWTHROAT.EXAMPLE.COM | 149 | 21-Oct-56 | married | M | F: 110,000 – 129,999 |
| 231 | Danny | Rourke | AMERICA | 2400 | Danny.Rourke@BRANT.EXAMPLE.COM | 145 | 31-Dec-47 | single | M | F: 110,000 – 129,999 |
| 255 | Brooke | Shepherd | AMERICA | 3500 | Brooke.Shepherd@KILLDEER.EXAMPLE.COM | 145 | 13-Feb-85 | married | M | C: 50,000 – 69,999 |
| 260 | Ellen | Khan | AMERICA | 3600 | Ellen.Khan@VERDIN.EXAMPLE.COM | 149 | 14-May-62 | married | M | F: 110,000 – 129,999 |
| 264 | George | Adjani | AMERICA | 3600 | George.Adjani@WILLET.EXAMPLE.COM | 149 | 12-Aug-47 | married | F | F: 110,000 – 129,999 |
| 269 | Kyle | Martin | AMERICA | 3700 | Kyle.Martin@EIDER.EXAMPLE.COM | 145 | 11-Oct-58 | married | F | D: 70,000 – 89,999 |
| 273 | Bo | Hitchcock | AMERICA | 5000 | Bo.Hitchcock@ANHINGA.EXAMPLE.COM | 145 | 9-Jan-54 | married | M | E: 90,000 – 109,999 |
| 339 | Marilou | Landis | ITALY | 500 | Marilou.Landis@TATTLER.EXAMPLE.COM | 147 | 13-Jan-33 | single | M | A: Below 30,000 |
| 344 | Marlon | Godard | JAPAN | 2400 | Marlon.Godard@MOORHEN.EXAMPLE.COM | 148 | 14-Mar-60 | single | M | H: 150,000 – 169,999 |
| 348 | Kelly | Lange | ITALY | 3600 | Kelly.Lange@SANDPIPER.EXAMPLE.COM | 147 | 14-May-71 | single | M | F: 110,000 – 129,999 |
| 352 | Kenneth | Redford | ITALY | 3600 | Kenneth.Redford@REDSTART.EXAMPLE.COM | 147 | 13-Jul-71 | single | F | B: 30,000 – 49,999 |
| 378 | Meg | Sen | THAILAND | 3700 | Meg.Sen@COWBIRD.EXAMPLE.COM | 149 | 30-Sep-53 | married | M | C: 50,000 – 69,999 |
| 449 | Rick | Romero | ITALY | 1500 | Rick.Romero@LONGSPUR.EXAMPLE.COM | 147 | 10-Dec-51 | single | F | B: 30,000 – 49,999 |
| 453 | Ridley | Young | INDIA | 700 | Ridley.Young@CHUKAR.EXAMPLE.COM | 148 | 10-Feb-45 | single | M | F: 110,000 – 129,999 |
| 463 | Robin | Adjani | INDIA | 1500 | Robin.Adjani@MOORHEN.EXAMPLE.COM | 148 | 1-Apr-49 | married | F | C: 50,000 – 69,999 |
| 470 | Roger | Mastroianni | INDIA | 3700 | Roger.Mastroianni@CREEPER.EXAMPLE.COM | 148 | 31-May-67 | married | M | L: 300,000 and above |
| 607 | Sharmila | Fonda | INDIA | 500 | Sharmila.Fonda@BUFFLEHEAD.EXAMPLE.COM | 148 | 6-Mar-49 | single | F | H: 150,000 – 169,999 |
| 627 | Sivaji | Gielgud | INDIA | 500 | Sivaji.Gielgud@BULBUL.EXAMPLE.COM | 148 | 25-May-49 | married | F | D: 70,000 – 89,999 |
| 715 | Malcolm | Field | ITALY | 2400 | Malcolm.Field@DOWITCHER.EXAMPLE.COM | 147 | 5-Jul-51 | single | F | G: 130,000 – 149,999 |
| 727 | Margaret | Ustinov | ITALY | 1200 | Margaret.Ustinov@ANHINGA.EXAMPLE.COM | 147 | 2-Sep-49 | single | M | H: 150,000 – 169,999 |
| 755 | Kevin | Cleveland | ITALY | 700 | Kevin.Cleveland@WILLET.EXAMPLE.COM | 147 | 21-Nov-81 | married | M | H: 150,000 – 169,999 |
Orders
The orders table contains one row per order submitted by a customer.
| order_id | order_date | order_mode | customer_id | order_status | order_total | sales_rep_id | promotion_id |
|---|---|---|---|---|---|---|---|
| 2458 | 16-AUG-07 03.34.12.234359 PM | direct | 101 | 0 | 78279.6 | 153 | – |
| 2397 | 19-NOV-07 02.41.54.696211 PM | direct | 102 | 1 | 42283.2 | 154 | – |
| 2454 | 02-OCT-07 05.49.34.678340 PM | direct | 103 | 1 | 6653.4 | 154 | – |
| 2354 | 14-JUL-08 06.18.23.234567 PM | direct | 104 | 0 | 46257 | 155 | – |
| 2358 | 08-JAN-08 05.03.12.654278 PM | direct | 105 | 2 | 7826 | 155 | – |
| 2381 | 14-MAY-08 08.59.08.843679 PM | direct | 106 | 3 | 23034.6 | 156 | – |
| 2440 | 31-AUG-07 09.53.06.008765 PM | direct | 107 | 3 | 70576.9 | 156 | – |
| 2357 | 08-JAN-06 08.19.44.123456 PM | direct | 108 | 5 | 59872.4 | 158 | – |
| 2394 | 10-FEB-08 09.22.35.564789 PM | direct | 109 | 5 | 21863 | 158 | – |
| 2435 | 02-SEP-07 11.22.53.134567 PM | direct | 144 | 6 | 62303 | 159 | – |
| 2455 | 20-SEP-07 11.34.11.456789 AM | direct | 145 | 7 | 14087.5 | 160 | – |
| 2379 | 16-MAY-07 02.22.24.234567 AM | direct | 146 | 8 | 17848.2 | 161 | – |
| 2396 | 02-FEB-06 01.34.56.345678 AM | direct | 147 | 8 | 34930 | 161 | – |
| 2406 | 29-JUN-07 04.41.20.098765 AM | direct | 148 | 8 | 2854.2 | 161 | – |
| 2434 | 13-SEP-07 05.49.30.647893 AM | direct | 149 | 8 | 268651.8 | 161 | – |
| 2436 | 02-SEP-07 06.18.04.378034 AM | direct | 116 | 8 | 6394.8 | 161 | – |
| 2446 | 27-JUL-07 07.03.08.302945 AM | direct | 117 | 8 | 103679.3 | 161 | – |
| 2447 | 27-JUL-08 08.59.10.223344 AM | direct | 101 | 8 | 33893.6 | 161 | – |
| 2432 | 14-SEP-07 09.53.40.223345 AM | direct | 102 | 10 | 10523 | 163 | – |
| 2433 | 13-SEP-07 10.19.00.654279 AM | direct | 103 | 10 | 78 | 163 | – |
| 2355 | 26-JAN-06 09.22.51.962632 AM | online | 104 | 8 | 94513.5 | – | – |
| 2356 | 26-JAN-08 09.22.41.934562 AM | online | 105 | 5 | 29473.8 | – | – |
| 2359 | 08-JAN-06 09.34.13.112233 PM | online | 106 | 9 | 5543.1 | – | – |
| 2360 | 14-NOV-07 12.22.31.223344 PM | online | 107 | 4 | 990.4 | – | – |
| 2361 | 13-NOV-07 01.34.21.986210 PM | online | 108 | 8 | 120131.3 | – | – |
| 2362 | 13-NOV-07 02.41.10.619477 PM | online | 109 | 4 | 92829.4 | – | – |
| 2363 | 23-OCT-07 05.49.56.346122 PM | online | 144 | 0 | 10082.3 | – | – |
| 2364 | 28-AUG-07 06.18.45.942399 PM | online | 145 | 4 | 9500 | – | – |
| 2365 | 28-AUG-07 07.03.34.003399 PM | online | 146 | 9 | 27455.3 | – | – |
| 2366 | 28-AUG-07 08.59.23.144778 PM | online | 147 | 5 | 37319.4 | – | – |
| 2367 | 27-JUN-08 09.53.32.335522 PM | online | 148 | 10 | 144054.8 | – | – |
| 2368 | 26-JUN-08 10.19.43.190089 PM | online | 149 | 10 | 60065 | – | – |
| 2369 | 26-JUN-07 11.22.54.009932 PM | online | 116 | 0 | 11097.4 | – | – |
| 2370 | 27-JUN-08 12.22.11.647398 AM | online | 117 | 4 | 126 | – | – |
| 2371 | 16-MAY-07 01.34.56.113356 AM | online | 118 | 6 | 79405.6 | – | – |
| 2372 | 27-FEB-07 12.22.33.356789 AM | online | 119 | 9 | 16447.2 | – | – |
| 2373 | 27-FEB-08 01.34.51.220065 AM | online | 120 | 4 | 416 | – | – |
| 2374 | 27-FEB-08 02.41.45.109654 AM | online | 121 | 0 | 4797 | – | – |
| 2375 | 26-FEB-07 03.49.50.459233 AM | online | 122 | 2 | 103834.4 | – | – |
| 2376 | 07-JUN-07 06.18.08.883310 AM | online | 123 | 6 | 11006.2 | – | – |
| 2377 | 07-JUN-07 07.03.01.001100 AM | online | 141 | 5 | 38017.8 | – | – |
| 2378 | 24-MAY-07 08.59.10.010101 AM | online | 142 | 5 | 25691.3 | – | – |
| 2380 | 16-MAY-07 09.53.02.909090 AM | online | 143 | 3 | 27132.6 | – | – |
| 2382 | 14-MAY-08 10.19.03.828321 AM | online | 144 | 8 | 71173 | – | – |
| 2383 | 12-MAY-08 11.22.30.545103 AM | online | 145 | 8 | 36374.7 | – | – |
| 2384 | 12-MAY-08 12.22.34.525972 PM | online | 146 | 3 | 29249.1 | – | – |
| 2385 | 08-DEC-07 11.34.11.331392 AM | online | 147 | 4 | 295892 | – | – |
| 2386 | 06-DEC-07 12.22.34.225609 PM | online | 148 | 10 | 21116.9 | – | – |
| 2387 | 11-MAR-07 03.34.56.536966 PM | online | 149 | 5 | 52758.9 | – | – |
| 2388 | 04-JUN-07 04.41.12.554435 PM | online | 150 | 4 | 282694.3 | – | – |
| 2389 | 04-JUN-08 05.49.43.546954 PM | online | 151 | 4 | 17620 | – | – |
| 2390 | 18-NOV-07 04.18.50.546851 PM | online | 152 | 9 | 7616.8 | – | – |
| 2391 | 27-FEB-06 05.03.03.828330 PM | direct | 153 | 2 | 48070.6 | 156 | – |
| 2392 | 21-JUL-07 08.59.57.571057 PM | direct | 154 | 9 | 26632 | 161 | – |
| 2393 | 10-FEB-08 07.53.19.528202 PM | direct | 155 | 4 | 23431.9 | 161 | – |
| 2395 | 02-FEB-06 08.19.11.227550 PM | direct | 156 | 3 | 68501 | 163 | – |
| 2398 | 19-NOV-07 09.22.53.224175 PM | direct | 157 | 9 | 7110.3 | 163 | – |
| 2399 | 19-NOV-07 10.22.38.340990 PM | direct | 158 | 0 | 25270.3 | 161 | – |
| 2400 | 10-JUL-07 01.34.29.559387 AM | direct | 159 | 2 | 69286.4 | 161 | – |
| 2401 | 10-JUL-07 02.22.53.554822 AM | direct | 160 | 3 | 969.2 | 163 | – |
| 2402 | 02-JUL-07 03.34.44.665170 AM | direct | 161 | 8 | 600 | 154 | – |
| 2403 | 01-JUL-07 04.49.13.615512 PM | direct | 162 | 0 | 220 | 154 | – |
| 2404 | 01-JUL-07 04.49.13.664085 PM | direct | 163 | 6 | 510 | 158 | – |
| 2405 | 01-JUL-07 04.49.13.678123 PM | direct | 164 | 5 | 1233 | 159 | – |
| 2407 | 29-JUN-07 07.03.21.526005 AM | direct | 165 | 9 | 2519 | 155 | – |
| 2408 | 29-JUN-07 08.59.31.333617 AM | direct | 166 | 1 | 309 | 158 | – |
| 2409 | 29-JUN-07 09.53.41.984501 AM | direct | 167 | 2 | 48 | 154 | – |
| 2410 | 24-MAY-08 10.19.51.985501 AM | direct | 168 | 6 | 45175 | 156 | – |
| 2411 | 24-MAY-07 11.22.10.548639 AM | direct | 169 | 8 | 15760.5 | 156 | – |
| 2412 | 29-MAR-06 10.22.09.509801 AM | direct | 170 | 9 | 66816 | 158 | – |
| 2413 | 29-MAR-08 01.34.04.525934 PM | direct | 101 | 5 | 48552 | 161 | – |
| 2414 | 29-MAR-07 02.22.40.536996 PM | direct | 102 | 8 | 10794.6 | 153 | – |
| 2415 | 29-MAR-06 01.34.50.545196 PM | direct | 103 | 6 | 310 | 161 | – |
| 2416 | 29-MAR-07 04.41.20.945676 PM | direct | 104 | 6 | 384 | 160 | – |
| 2417 | 20-MAR-07 05.49.10.974352 PM | direct | 105 | 5 | 1926.6 | 163 | – |
| 2418 | 20-MAR-04 04.18.21.862632 PM | direct | 106 | 4 | 5546.6 | 163 | – |
| 2419 | 20-MAR-07 07.03.32.764632 PM | direct | 107 | 3 | 31574 | 160 | – |
| 2420 | 13-MAR-07 08.59.43.666320 PM | direct | 108 | 2 | 29750 | 160 | – |
| 2421 | 12-MAR-07 09.53.54.562432 PM | direct | 109 | 1 | 72836 | – | – |
| 2422 | 16-DEC-07 08.19.55.462332 PM | direct | 144 | 2 | 11188.5 | 153 | – |
| 2423 | 21-NOV-07 10.22.33.362632 AM | direct | 145 | 3 | 10367.7 | 160 | – |
| 2424 | 21-NOV-07 10.22.33.263332 AM | direct | 146 | 4 | 13824 | 153 | – |
| 2425 | 16-NOV-06 11.34.22.162552 PM | direct | 147 | 5 | 1500.8 | 163 | – |
| 2426 | 17-NOV-06 12.22.11.262552 AM | direct | 148 | 6 | 7200 | – | – |
| 2427 | 10-NOV-07 01.34.22.362124 AM | direct | 149 | 7 | 9055 | 163 | – |
| 2428 | 10-NOV-07 02.41.34.463567 AM | direct | 116 | 8 | 14685.8 | – | – |
| 2429 | 10-NOV-07 03.49.25.526321 AM | direct | 117 | 9 | 50125 | 154 | – |
| 2430 | 02-OCT-07 06.18.36.663332 AM | direct | 101 | 8 | 29669.9 | 159 | – |
| 2431 | 14-SEP-06 07.03.04.763452 AM | direct | 102 | 1 | 5610.6 | 163 | – |
| 2437 | 01-SEP-06 08.59.15.826132 AM | direct | 103 | 4 | 13550 | 163 | – |
| 2438 | 01-SEP-07 09.53.26.934626 AM | direct | 104 | 0 | 5451 | 154 | – |
| 2439 | 31-AUG-07 10.19.37.811132 AM | direct | 105 | 1 | 22150.1 | 159 | – |
| 2441 | 01-AUG-08 11.22.48.734526 AM | direct | 106 | 5 | 2075.2 | 160 | – |
| 2442 | 27-JUL-06 12.22.59.662632 PM | direct | 107 | 9 | 52471.9 | 154 | – |
| 2443 | 27-JUL-06 01.34.16.562632 PM | direct | 108 | 0 | 3646 | 154 | – |
| 2444 | 27-JUL-07 02.22.27.462632 PM | direct | 109 | 1 | 77727.2 | 155 | – |
| 2445 | 27-JUL-06 03.34.38.362632 PM | direct | 144 | 8 | 5537.8 | 158 | – |
| 2448 | 18-JUN-07 04.41.49.262632 PM | direct | 145 | 5 | 1388 | 158 | – |
| 2449 | 13-JUN-07 05.49.07.162632 PM | direct | 146 | 6 | 86 | 155 | – |
| 2450 | 11-APR-07 06.18.10.362632 PM | direct | 147 | 3 | 1636 | 159 | – |
| 2451 | 17-DEC-07 05.03.52.562632 PM | direct | 148 | 7 | 10474.6 | 154 | – |
| 2452 | 06-OCT-07 08.59.43.462632 PM | direct | 149 | 5 | 12589 | 159 | – |
| 2453 | 04-OCT-07 09.53.34.362632 PM | direct | 116 | 0 | 129 | 153 | – |
| 2456 | 07-NOV-06 07.53.25.989889 PM | direct | 117 | 0 | 3878.4 | 163 | – |
| 2457 | 31-OCT-07 11.22.16.162632 PM | direct | 118 | 5 | 21586.2 | 159 | – |
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_name | total_sales |
|---|---|
| Rampling, Markus | 403119.7 |
| Roberts, Ishwarya | 371278.2 |
| Slater, Goldie | 282694.3 |
| Cage, Christian | 265255.6 |
| Mason, Meenakshi | 213399.7 |
| Welles, Constantin | 190395.1 |
| Steenburgen, Gustav | 185700.5 |
| Landis, Sivaji | 160284.6 |
| Edwards, Guillaume | 157808.7 |
| Cruise, Matthias | 155613.2 |
| Sutherland, Harrison | 146605.5 |
| Daltrey, Maurice | 103834.4 |
| Mahoney, Maurice | 100991.8 |
| Fawcett, Elia | 88462.6 |
| Pacino, Mammutti | 71717.9 |
| Boyer, Eddie | 69286.4 |
| Pacino, Harrison | 69211.4 |
| Montand, Goldie | 68501 |
| Fonda, Harry Dean | 66816 |
| MacGraw, Matthias | 61376.5 |
| Sheen, Divine | 48070.6 |
| Voight, Hema | 45175 |
| Henner, Maximilian | 38017.8 |
| Hannah, Matthias | 36199.5 |
| Martin, Geraldine | 32307 |
| Neeson, Sachin | 27132.6 |
| Grodin, Frederic | 26632 |
| Spielberg, Sachin | 25691.3 |
| Lyon, Frederico | 25270.3 |
| Romero, Frederico | 23431.9 |
| Taylor, Manisha | 20591.4 |
| Aykroyd, Divine | 17620 |
| Hasan, Maurice | 16447.2 |
| Davis, Dheeraj | 15760.5 |
| Brown, Elizabeth | 11006.2 |
| Matthau, Dieter | 7616.8 |
| Capshaw, Sidney | 7110.3 |
| Sen, Dianne | 4797 |
| Fonda, Charlotte | 2519 |
| Kazan, Charlotte | 1233 |
| Stern, Eddie | 969.2 |
| Weaver, Ernest | 600 |
| Chandar, Ernest | 510 |
| Higgins, Diane | 416 |
| Alexander, Dheeraj | 309 |
| George, Ernest | 220 |
| Hershey, Gerard | 48 |
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.