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Default Statistics Workbook Analytical Technics UB

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Mathematics

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Assignments must be completed on MindTap AND a completed workbook with your full completed solutions must be submitted via Sakai. You must submit both in order to receive any credit.

Hardcopies or copies emailed will not be graded.

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Submit your worked data in one single MS Excel Workbook. Start your solution set by using the assignment shell provided on Sakai. Use appropriately labeled worksheets for each problem/section of a problem.

Pay very close attention to the final presentation of your work and make sure it is print-ready. Prepare all spreadsheets so that they are clear, attractive and easy for the untrained eye to follow and understand. While accurate content and precise execution of the techniques is critical, formatting, typographical and grammatical acuteness is also very important. General sloppiness and inconsistent formatting will lower your grade.

Note: Ignore MindTap warning about text-based answers. All open ended questions will be graded as well. In fact, your grade will depend equally on the accuracy of your analytical techniques and your interpretation of the results.

Assignment files should be named as follows:

  • Asg#_FirstInitialLastname
  • e.g. Assignment 1 for Michael Phelps would be named Asg1_MPhelps.xlsx

Question 1. 20 points

Suppose that 18% of the employees of a given corporation engage in physical exercise activities during the lunch hour.

Moreover, assume that 57% of all employees are male, and 12% of all employees are males who engage in physical exercise activities during the lunch hour.

A.If you choose an employee at random from this corporation, what is the probability that this person is a female who engages in physical exercise activities during the lunch hour?

B.If you choose an employee at random from this corporation, what is the probability that this person is a female who does not engage in physical exercise activities during the lunch hour?

Question 2. 30 points

Suppose it is known that the distribution of purchase amounts by customers entering a popular retail store is approximately normal with mean $75 and standard deviation $20.

A. What is the probability that a randomly selected customer spends less than $85 at this store?

B.What is the probability that a randomly selected customer spends between $65 and $85 at this store?

C.What is the probability that a randomly selected customer spends more than $45 at this store?

D.Find the dollar amount such that 75% of all customers spend no more than this amount.

E.Find the dollar amount such that 80% of all customers spend at least this amount.

F.Find two dollar amounts, equidistant from the mean, such that 90% of all customer purchases are between these values.

Question 3. 50 points

The worksheet named Q3 contains data on the 1995 students who have gone through the MBA program at State University. You can consider this the population of State University’s MBA students.

A.Find the mean and standard deviation for each of the numerical variables in this population

Find the following proportions:

  • The proportion of students who are male
  • The proportion of students who are international (not from the USA).
  • The proportion of students under 30 years of age
  • The proportion of students with an engineering undergrad major.

B.Using the random number method (not StatTools), generate a simple random sample of 100 students from this population, and find the mean and standard deviation of students’ age.

Is there any way to know (without the information in Part A) whether your summary measures for the sample are lower or higher than the (supposedly unknown) population summary measures?

C.Use StatTools to generate 10 simple random samples of size 100.
For each, find the mean of School Debt and its deviation from the population mean of School Debt (negative if it is below the population mean, positive if it is above the population mean).

What is the average of these 10 deviations?

What would you expect it to be?

D.We want random samples to be representative of the population in terms of various demographics.
For each of the random samples generated in Part C, find each of the proportions requested in Part A.
Do these samples appear to be representative of the population in terms of gender and age? Why or why not?
If they are not representative, is it because there is something wrong with the sampling procedure?

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1. Suppose that 18% of the employees of a given corporation engage in physical exercise activities during the lunch hour. Moreover, assume that 57% of all employees are male, and 12% of all employees are males who engage in physical exercise activities during the lunch hour. Round your answers to two decimal places, if necessary. a. If you choose an employee at random from this corporation, what is the probability that this person is a female who engages in physical exercise activities during the lunch hour? _________________ b. If you choose an employee at random from this corporation, what is the probability that this person is a female who does not engage in physical exercise activities during the lunch hour? _________________ 2. Suppose it is known that the distribution of purchase amounts by customers entering a popular retail store is approximately normal with mean $75 and standard deviation $20. Round your answers to three decimal places, if necessary. a. What is the probability that a randomly selected customer spends less than $85 at this store? _________________ b. What is the probability that a randomly selected customer spends between $65 and $85 at this store? _________________ c. What is the probability that a randomly selected customer spends more than $45 at this store? _________________ d. Find the dollar amount such that 75% of all customers spend no more than this amount. _________________ e. Find the dollar amount such that 80% of all customers spend at least this amount. _________________ f. Find two dollar amounts, equidistant from the mean, such that 90% of all customer purchases are between these values. 5th percentile 95th percentile _________________ _________________ 3. Data File The file P07_02.xlsx contains data on the 1995 students who have gone through the MBA program at State University. You can consider this the population of State University’s MBA students. Round your answers to two decimal places, if necessary and if your answer is negative value, enter "minus" sign. a. Find the mean and standard deviation for each of the numerical variables in this population. Mean Standard Deviation Age _________________ _________________ Children _________________ _________________ GMAT Score _________________ _________________ Previous Salary _________________ _________________ Monthly Expenses _________________ _________________ School Debt _________________ _________________ Find the following proportions: The proportion of students who are male. _________________ The proportion of students who are international (not from the USA). _________________ The proportion of students under 30 years of age. _________________ The proportion of students with an engineering undergrad major. _________________ b. Using the method in this section (not StatTools), generate a simple random sample of 100 students from this population, and find the mean and standard deviation of each numerical variable in the sample. Mean Standard Deviation Age _________________ _________________ Children _________________ _________________ GMAT Score _________________ _________________ Previous Salary _________________ _________________ Monthly Expenses _________________ _________________ School Debt _________________ _________________ Is there any way to know (without the information in part a) whether your summary measures for the sample are lower or higher than the (supposedly unknown) population summary measures? The input in the box below will not be graded, but may be reviewed and considered by your instructor. _________________ c. Use StatTools to generate 10 simple random samples of size 100. For each, find the mean of School Debt and its deviation from the population mean in part a (negative if it is below the population mean, positive if it is above the population mean). What is the average of these 10 deviations? _________________ What would you expect it to be? The input in the box below will not be graded, but may be reviewed and considered by your instructor. _________________ d. We want random samples to be representative of the population in terms of various demographics. For each of the samples in part c, find each of the proportions requested in part a. Do these samples appear to be representative of the population in terms of age, gender, nationality, and undergrad major? _________________ Why or why not? If they are not representative, is it because there is something wrong with the sampling procedure? The input in the box below will not be graded, but may be reviewed and considered by your instructor. _________________ P(Exercise) P(Male) P(Male and Exercise) P(Female and Exercise) P(Female and Not Exercise) 0.18 0.57 0.12 Customer purchase amounts Normally distributed purchase amounts Mean 75 Stdev 20 Student ID Age 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 30 32 32 30 39 33 30 35 37 34 32 39 33 26 35 35 33 30 29 36 36 30 39 34 40 30 33 32 34 40 37 28 28 27 31 35 30 34 33 34 27 28 29 32 26 29 Gender Male Male Female Male Male Male Female Female Female Male Female Male Female Female Male Male Male Male Female Female Male Male Male Male Male Female Male Female Male Male Male Male Male Female Female Male Male Female Male Male Female Male Male Female Female Female Nationality US US US India US US Europe US Other US US US US US US US US India India US US South America India US US South America US 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1140 1141 1142 1143 1144 1145 1146 1147 1148 1149 1150 1151 1152 1153 1154 1155 1156 1157 1158 1159 1160 1161 1162 1163 1164 1165 1166 1167 1168 1169 1170 1171 1172 1173 1174 28 28 33 31 36 33 31 29 28 31 27 41 33 29 38 33 30 30 39 30 40 33 32 28 31 32 29 35 30 29 30 30 29 28 34 33 34 28 32 31 32 39 31 30 34 30 26 Male Male Female Male Female Female Male Male Female Male Male Male Female Female Male Male Female Female Male Female Female Male Male Female Female Female Female Male Male Male Male Male Female Male Male Male Female Male Female Male Male Male Female Female Male Male Male US US India US US South America US US US US India US US US India India India US US US US South America US US Japan US US US US US India US India US US US Other Japan US India India US US US India US US No No No No No No No No No Yes Yes Yes No No No No No No No No Yes No No No No No Yes No No No No Yes No No No No No No Yes No Yes Yes No No No No No 1175 1176 1177 1178 1179 1180 1181 1182 1183 1184 1185 1186 1187 1188 1189 1190 1191 1192 1193 1194 1195 1196 1197 1198 1199 1200 1201 1202 1203 1204 1205 1206 1207 1208 1209 1210 1211 1212 1213 1214 1215 1216 1217 1218 1219 1220 1221 31 36 33 36 32 26 31 34 32 32 28 30 29 29 36 35 33 31 27 30 36 26 32 41 31 27 30 39 28 30 28 33 34 33 29 31 30 33 36 28 32 40 34 30 33 28 34 Female Female Male Female Male Male Male Male Female Male Male Male Female Female Male Male Female Male Male Male Female Male Male Female Male Female Female Male Male Male Female Male Female Male Female Male Female Female Male Male Female Male Male Male Female Male Female India US US South America US US Europe US US US US US US US US US US US US US US US US US US US US India US South America US US US South America Europe US China US US US US Japan India US Japan Other US No No No Yes No No No Yes No No No Yes No No No No No Yes No Yes No No No Yes No No No Yes Yes Yes No No No No No Yes Yes No Yes No Yes Yes No No No No No 1222 1223 1224 1225 1226 1227 1228 1229 1230 1231 1232 1233 1234 1235 1236 1237 1238 1239 1240 1241 1242 1243 1244 1245 1246 1247 1248 1249 1250 1251 1252 1253 1254 1255 1256 1257 1258 1259 1260 1261 1262 1263 1264 1265 1266 1267 1268 31 33 36 36 34 37 36 29 34 30 37 32 38 29 32 34 35 36 26 35 27 29 37 33 36 37 29 35 37 35 30 29 34 36 37 39 33 30 32 30 31 37 37 40 31 30 27 Female Female Female Male Female Male Male Male Male Female Male Female Female Female Male Male Female Male Male Female Male Male Female Male Female Male Male Female Male Male Male Female Male Female Male Female Male Male Male Male Male Male Male Male Female Male Female US US Other Japan US India US US US US China US Other Other US US US India US US India US China US US US US India US US US Other India US Japan Other US US US US US Other US US China US US No No No Yes Yes No Yes No No No No Yes Yes No No Yes Yes No No No Yes No Yes No No No No No No Yes No No No No Yes Yes No No Yes No Yes No Yes No No Yes Yes 1269 1270 1271 1272 1273 1274 1275 1276 1277 1278 1279 1280 1281 1282 1283 1284 1285 1286 1287 1288 1289 1290 1291 1292 1293 1294 1295 1296 1297 1298 1299 1300 1301 1302 1303 1304 1305 1306 1307 1308 1309 1310 1311 1312 1313 1314 1315 29 37 33 36 35 29 30 34 34 31 34 30 31 36 37 31 31 33 29 29 29 30 29 33 30 32 36 31 32 35 32 34 28 39 34 29 36 29 41 40 29 36 34 37 32 28 32 Female Male Male Male Male Male Male Male Male Male Male Male Male Female Female Female Male Male Male Female Male Male Male Male Female Female Male Female Male Female Male Male Female Male Female Male Female Male Female Male Male Male Male Male Female Female Male US US Japan South America South America US India US India US US US US US China US US US India India China US US US India US Japan US US US India US US US US India US India US Japan US India US India India US US No Yes No No Yes Yes No Yes No No Yes Yes No No Yes No No No No Yes No No No No No No Yes No Yes Yes No Yes No Yes Yes No No Yes No No No Yes No No No Yes Yes 1316 1317 1318 1319 1320 1321 1322 1323 1324 1325 1326 1327 1328 1329 1330 1331 1332 1333 1334 1335 1336 1337 1338 1339 1340 1341 1342 1343 1344 1345 1346 1347 1348 1349 1350 1351 1352 1353 1354 1355 1356 1357 1358 1359 1360 1361 1362 27 32 28 29 30 29 34 28 35 36 33 33 29 37 31 32 32 34 40 29 36 31 31 31 28 37 37 33 32 38 34 35 27 32 35 37 31 30 30 31 31 34 40 27 30 32 33 Male Male Female Female Male Female Male Female Male Male Female Male Female Male Female Female Male Male Male Male Male Female Male Male Male Male Female Female Female Male Female Female Female Male Female Male Male Male Male Male Female Female Female Male Male Male Female US US US US US US US Other US Japan US US US US US US US US US US US US US US US US US US US US US China US Other US US US US US South America US China US US US India South America No No No No No No No No Yes No No No No No No Yes Yes No Yes Yes No Yes No No No Yes No No Yes Yes No No No Yes Yes No No No Yes Yes Yes No Yes No No No No 1363 1364 1365 1366 1367 1368 1369 1370 1371 1372 1373 1374 1375 1376 1377 1378 1379 1380 1381 1382 1383 1384 1385 1386 1387 1388 1389 1390 1391 1392 1393 1394 1395 1396 1397 1398 1399 1400 1401 1402 1403 1404 1405 1406 1407 1408 1409 38 30 33 35 34 31 32 31 32 35 32 30 29 33 36 34 28 32 32 36 36 30 31 31 28 31 34 31 31 29 35 27 30 30 31 29 32 30 38 34 33 36 29 33 29 26 26 Male Female Female Male Male Female Male Female Female Male Male Male Male Female Female Male Female Female Female Male Female Male Male Female Male Female Male Female Male Male Male Male Male Female Female Male Female Male Female Male Male Male Male Male Male Male Female China Japan Japan China US US US US US India Other US US US Other India US US US US US US US US US US US US US US US India US US US Europe US US US US Japan Japan US South America US US US Yes No No Yes No No No No No No No No No No No No No No Yes Yes No No Yes Yes No No Yes No No No Yes No Yes No No Yes Yes No No No No No No Yes No Yes No 1410 1411 1412 1413 1414 1415 1416 1417 1418 1419 1420 1421 1422 1423 1424 1425 1426 1427 1428 1429 1430 1431 1432 1433 1434 1435 1436 1437 1438 1439 1440 1441 1442 1443 1444 1445 1446 1447 1448 1449 1450 1451 1452 1453 1454 1455 1456 33 30 31 37 32 30 32 31 28 36 29 33 29 30 32 29 39 27 30 32 27 29 30 33 28 30 29 30 32 30 35 33 34 38 30 28 33 27 29 38 35 38 30 36 30 33 29 Male Female Male Male Male Male Female Male Male Male Female Female Male Female Male Male Female Male Male Female Male Female Female Male Male Male Male Female Male Male Female Male Male Male Female Male Male Male Male Female Male Female Female Female Male Male Female US US US US US US India US US India US Europe US India US US US US US South America US US US US China US South America China US US US US US Other US US US US US US US US US US US US US No No No No Yes No No No No Yes No Yes No No No No Yes No Yes No No No No Yes No No No No Yes No No No No No Yes No No No No Yes No Yes No Yes No No No 1457 1458 1459 1460 1461 1462 1463 1464 1465 1466 1467 1468 1469 1470 1471 1472 1473 1474 1475 1476 1477 1478 1479 1480 1481 1482 1483 1484 1485 1486 1487 1488 1489 1490 1491 1492 1493 1494 1495 1496 1497 1498 1499 1500 1501 1502 1503 31 30 27 39 30 27 29 35 30 29 38 37 35 32 32 31 35 28 33 27 30 35 36 30 37 29 30 31 38 38 28 35 30 39 39 32 38 26 35 34 36 28 28 27 32 31 31 Male Male Female Male Male Female Male Male Female Male Male Female Female Male Female Male Male Female Male Male Female Female Male Male Female Female Female Male Male Female Male Female Female Female Female Male Male Male Female Female Male Male Female Male Male Male Female US US China China Japan US US US US US US US US US US India Other US US China US India US US US Europe US US US US US US US US Japan US US US US US China US US US US US US No Yes No Yes Yes No No No No No Yes Yes No Yes No No No Yes No No No No No No No Yes No Yes Yes Yes No No Yes No Yes No Yes No Yes Yes No No No No No No No 1504 1505 1506 1507 1508 1509 1510 1511 1512 1513 1514 1515 1516 1517 1518 1519 1520 1521 1522 1523 1524 1525 1526 1527 1528 1529 1530 1531 1532 1533 1534 1535 1536 1537 1538 1539 1540 1541 1542 1543 1544 1545 1546 1547 1548 1549 1550 29 32 39 32 32 35 40 32 35 29 32 31 30 42 33 33 26 29 30 36 30 31 33 36 34 34 35 32 36 28 31 33 30 31 33 33 33 38 31 31 33 29 32 31 29 27 31 Male Male Male Female Female Female Male Male Male Male Male Female Male Male Male Male Female Female Male Male Male Male Female Male Female Male Female Male Male Female Male Male Male Female Male Male Female Male Female Male Female Female Male Male Female Male Female US US US China US US China US US US US South America US US US US India US US Japan US US US China US US US India China US US US China US US US US US US US US US Other US South America US US No No No No Yes Yes Yes Yes No Yes No No No No No Yes No No No No No No No No No No Yes No No No No Yes Yes No No No No Yes No Yes No No No No No No No 1551 1552 1553 1554 1555 1556 1557 1558 1559 1560 1561 1562 1563 1564 1565 1566 1567 1568 1569 1570 1571 1572 1573 1574 1575 1576 1577 1578 1579 1580 1581 1582 1583 1584 1585 1586 1587 1588 1589 1590 1591 1592 1593 1594 1595 1596 1597 33 30 34 35 41 34 29 29 36 32 34 31 27 35 33 27 27 36 35 28 38 31 31 36 29 28 31 28 32 30 30 31 38 31 30 30 32 27 33 35 29 40 32 38 41 33 29 Male Male Male Female Male Female Female Male Female Female Male Male Male Female Female Male Male Female Female Male Male Male Female Male Male Female Male Female Male Female Female Male Male Female Male Male Female Male Female Female Female Female Female Male Female Male Male India South America US China US US China US US Other US China US US India US Japan US US US US US US US US US India Europe US US US US US US US US China US India US US US US South America US US US Yes Yes Yes Yes Yes Yes No No Yes No No No No No No No No Yes Yes No Yes No Yes No Yes Yes Yes No No No No Yes No Yes No No Yes No No Yes No No Yes Yes Yes No No 1598 1599 1600 1601 1602 1603 1604 1605 1606 1607 1608 1609 1610 1611 1612 1613 1614 1615 1616 1617 1618 1619 1620 1621 1622 1623 1624 1625 1626 1627 1628 1629 1630 1631 1632 1633 1634 1635 1636 1637 1638 1639 1640 1641 1642 1643 1644 29 31 32 30 33 28 33 33 30 35 29 33 29 29 28 41 33 35 32 27 34 38 31 36 31 32 30 28 30 34 30 30 32 33 30 32 32 32 36 31 33 39 28 38 29 34 26 Female Female Male Female Female Male Female Female Male Male Male Female Male Female Female Female Male Male Male Male Male Male Male Female Female Male Male Male Female Female Female Male Female Female Male Female Male Male Male Male Male Male Female Male Male Male Female US US US US Japan US US US US US US US US US India US US US US South America US US US Other US US US US South America India South America US US US US India US US India US US US US China US India US No No No No No No Yes No No No No Yes No No No No Yes Yes No No No No No Yes No Yes Yes No No No No No No No Yes Yes No No No No No Yes No No No Yes Yes 1645 1646 1647 1648 1649 1650 1651 1652 1653 1654 1655 1656 1657 1658 1659 1660 1661 1662 1663 1664 1665 1666 1667 1668 1669 1670 1671 1672 1673 1674 1675 1676 1677 1678 1679 1680 1681 1682 1683 1684 1685 1686 1687 1688 1689 1690 1691 32 33 38 34 31 38 35 28 31 32 37 34 34 30 34 32 38 30 29 28 35 33 30 34 31 37 31 31 27 35 36 32 32 39 33 39 38 31 34 33 38 37 28 30 29 28 39 Male Female Male Female Male Female Female Female Female Female Male Male Male Male Male Female Male Female Female Male Male Male Male Female Male Female Male Female Male Male Male Female Female Male Male Male Female Female Female Male Male Female Female Male Male Male Male US US US US US US US China US China US US US US US US US US Other India US US US US India US US India US China US US US India US US US India US US US Other US US US US US No No No No No No No No No Yes Yes No No No No No Yes Yes No No No No Yes No No Yes Yes No No No No No No No No Yes No No No No No Yes No No No No No 1692 1693 1694 1695 1696 1697 1698 1699 1700 1701 1702 1703 1704 1705 1706 1707 1708 1709 1710 1711 1712 1713 1714 1715 1716 1717 1718 1719 1720 1721 1722 1723 1724 1725 1726 1727 1728 1729 1730 1731 1732 1733 1734 1735 1736 1737 1738 34 30 37 36 34 29 36 31 35 38 30 33 28 33 28 31 32 33 32 34 29 38 39 41 27 30 30 26 32 35 30 32 32 34 36 31 26 29 31 32 28 28 34 38 39 35 39 Female Male Male Female Male Male Male Female Male Male Female Female Male Male Female Male Female Male Female Male Male Male Female Male Male Male Male Female Male Female Male Male Male Male Male Female Female Male Female Female Male Male Male Male Female Male Male US US US India US US US US US US US US India US US China India US US China India US US China India China US US US Europe US US US US US Japan US US US US US India US US US US US No No No No No No No Yes No No Yes No Yes Yes Yes No No No No No Yes No No No No No No No No No No No No Yes No No No No Yes No No No No Yes No No No 1739 1740 1741 1742 1743 1744 1745 1746 1747 1748 1749 1750 1751 1752 1753 1754 1755 1756 1757 1758 1759 1760 1761 1762 1763 1764 1765 1766 1767 1768 1769 1770 1771 1772 1773 1774 1775 1776 1777 1778 1779 1780 1781 1782 1783 1784 1785 31 31 34 34 31 38 31 30 29 38 28 32 31 35 35 30 32 34 33 32 27 31 30 34 37 34 37 34 29 29 29 31 36 34 36 31 31 33 36 39 30 30 34 29 30 37 37 Female Female Female Male Male Male Female Male Male Male Male Male Female Female Male Male Male Male Female Female Female Male Female Female Male Female Male Female Male Female Male Male Male Male Male Male Male Male Male Male Male Male Female Male Female Male Female US South America China US US US US US India US India China Europe India Japan US US US Other US US US Europe US US India China US US US US US US US Other US US US US US India US US US US US Other No No No No No No Yes No No No No No Yes Yes No No Yes No Yes No No No No No No Yes No Yes Yes No No No Yes No No No No No No No No Yes No No Yes Yes Yes 1786 1787 1788 1789 1790 1791 1792 1793 1794 1795 1796 1797 1798 1799 1800 1801 1802 1803 1804 1805 1806 1807 1808 1809 1810 1811 1812 1813 1814 1815 1816 1817 1818 1819 1820 1821 1822 1823 1824 1825 1826 1827 1828 1829 1830 1831 1832 27 36 30 31 28 41 38 30 37 31 32 36 32 36 32 30 38 38 31 29 28 27 28 32 34 40 37 38 29 26 39 39 36 32 34 33 40 36 35 27 30 26 32 28 33 28 31 Male Female Male Female Female Female Female Female Female Female Male Female Male Female Male Female Female Female Male Male Male Female Male Male Male Male Male Female Male Female Male Female Male Male Female Male Female Female Male Male Female Male Female Male Female Female Male US Japan US US US US US US US US India US US US US Other US India US US US US US Japan US US Europe US US Japan US Europe Japan India China US US US US US US US US US US US US No Yes No No No No Yes No No Yes No Yes Yes No Yes No No No No No Yes No No No Yes Yes Yes Yes No No Yes Yes Yes No No No Yes Yes No No No No No No No No No 1833 1834 1835 1836 1837 1838 1839 1840 1841 1842 1843 1844 1845 1846 1847 1848 1849 1850 1851 1852 1853 1854 1855 1856 1857 1858 1859 1860 1861 1862 1863 1864 1865 1866 1867 1868 1869 1870 1871 1872 1873 1874 1875 1876 1877 1878 1879 30 29 39 27 30 33 34 26 29 31 40 35 35 32 31 35 35 34 38 37 34 33 33 30 29 30 32 41 29 32 37 39 34 34 35 36 28 29 32 28 36 28 39 28 33 32 37 Female Female Female Female Male Male Male Male Male Female Male Male Male Male Male Male Male Female Female Male Male Male Female Male Male Male Female Female Male Male Female Female Male Male Male Female Male Male Male Male Female Female Female Female Female Male Female China China US US US US US US US US US US Other Europe US US US US US US US Other US India US US US US US US Japan US US US US China China US US US US US US Other US US US Yes Yes No Yes No No No No No No Yes No No No No No No Yes Yes Yes No No No No No No No Yes No No No Yes Yes No Yes Yes No No Yes No Yes No No No No No No 1880 1881 1882 1883 1884 1885 1886 1887 1888 1889 1890 1891 1892 1893 1894 1895 1896 1897 1898 1899 1900 1901 1902 1903 1904 1905 1906 1907 1908 1909 1910 1911 1912 1913 1914 1915 1916 1917 1918 1919 1920 1921 1922 1923 1924 1925 1926 29 34 30 30 31 33 32 33 33 30 34 33 35 38 31 32 28 40 37 38 38 31 29 38 28 30 34 29 39 34 30 36 27 28 31 30 36 27 29 31 27 39 38 30 35 30 35 Female Male Female Male Male Male Male Male Female Female Male Female Male Male Female Female Female Female Male Male Female Male Female Male Female Female Male Male Male Male Female Male Male Female Male Male Male Female Male Male Male Female Female Female Male Female Male India US US US US South America China Japan US US US US US US US US US US US China US US India India US India India US US US Japan China US US US US US US US US US US China Europe US Japan US No No No No No Yes Yes No No No No Yes No Yes No Yes No No No Yes No No No No No No No No Yes No No Yes No Yes No No No No No No Yes No No No Yes Yes No 1927 1928 1929 1930 1931 1932 1933 1934 1935 1936 1937 1938 1939 1940 1941 1942 1943 1944 1945 1946 1947 1948 1949 1950 1951 1952 1953 1954 1955 1956 1957 1958 1959 1960 1961 1962 1963 1964 1965 1966 1967 1968 1969 1970 1971 1972 1973 39 32 29 39 30 39 28 38 28 30 28 39 36 31 28 36 26 32 30 33 30 28 40 29 30 30 33 35 35 37 27 27 34 36 35 35 30 36 28 30 36 32 40 32 32 31 30 Female Male Female Female Female Male Female Female Female Female Male Male Male Female Female Male Female Male Male Male Male Female Female Female Male Male Male Female Female Female Male Female Female Female Female Male Female Male Male Female Male Female Male Male Female Female Male US India US US China US US Japan US Japan US US US US US US US US US US US US US US India US US US US US US US US US Japan US US US US Other US US US US US US US No No No Yes No No No No No No No No No No No No No No No Yes No No Yes No No No No No No No No No No Yes No No Yes No No No Yes Yes Yes No No No No 1974 1975 1976 1977 1978 1979 1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 30 33 40 37 29 31 30 34 31 32 39 35 29 31 30 39 34 33 32 33 37 32 Male Female Male Male Female Female Male Female Male Male Male Female Male Male Male Male Female Male Male Male Male Female US China US US US US US US China US US India US China US India US US US US US US Yes No Yes No No No No Yes Yes No No No No No Yes Yes No Yes No No Yes Yes Children 0 0 0 0 0 0 0 0 0 0 0 2 1 0 0 0 1 0 0 1 0 0 0 1 0 0 1 2 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 Undergrad Major Marketing Finance Engineering Marketing Marketing Other non-business Other business Engineering Engineering Finance Other business Other non-business Marketing Finance Finance Marketing Other non-business Marketing Marketing Engineering Finance Marketing Other non-business Engineering Other business Finance Engineering Engineering Other non-business Finance Engineering Marketing Engineering Finance Other business Other business Engineering Finance Engineering Other business Marketing Other business Other business Finance Finance Engineering GMAT Score 717 658 669 687 633 658 653 784 784 627 709 757 735 686 749 736 691 698 743 710 662 718 716 711 743 740 695 765 770 726 662 724 758 Previous salary Monthly Expenses 48100 1710 62600 1870 55500 1630 45600 1430 59700 2020 70000 2610 44500 1650 54000 1930 40000 1640 72100 2670 42200 1130 69300 2320 46100 2290 53100 1820 76400 1300 67500 2230 67700 1770 46700 1370 46500 1530 73700 1970 63400 1750 51900 2550 63300 1750 63200 2130 56200 2020 43300 1240 72200 1820 44300 2600 59300 1620 69100 2270 76100 2430 58800 1540 57200 1300 45000 2100 54200 1950 69500 2390 77000 1450 47900 1970 78900 1920 62300 2210 45500 1420 51500 1470 53600 1470 46300 2080 41100 1270 48700 1490 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 2 1 0 0 0 2 0 1 0 0 0 0 0 0 0 0 0 1 1 0 1 0 0 1 0 0 0 0 1 Engineering Engineering Engineering Other non-business Finance Other non-business Marketing Other non-business Other business Finance Finance Marketing Marketing Finance Marketing Finance Finance Engineering Other business Marketing Engineering Other non-business Engineering Marketing Engineering Marketing Engineering Finance Engineering Marketing Finance Finance Other non-business Engineering Engineering Other business Marketing Finance Engineering Other business Marketing Finance Engineering Finance Other non-business Marketing Marketing 748 716 692 704 664 761 712 708 733 667 748 710 726 687 789 675 694 694 651 691 712 654 774 694 786 668 752 637 768 768 719 679 673 728 762 54400 56600 80900 48900 65700 52100 46900 46000 52700 63400 67300 54700 37500 61400 64300 61000 71300 77400 70700 52600 69400 62400 54600 72100 50500 55500 67000 72500 64700 67300 82300 50000 42300 58500 56700 51200 67600 43600 48700 70500 78200 84500 57800 56500 39100 45300 45300 2280 1950 1630 1460 2390 1470 1260 1650 1490 1380 1860 1700 1250 1590 2000 1340 1870 2190 2640 2110 1750 1480 1420 2880 1550 2140 1530 1430 1690 1270 2360 1430 2140 1550 1630 1410 1890 2110 2260 1460 2610 2280 1420 1860 1830 1780 1270 0 0 0 0 0 0 0 0 1 0 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 Marketing Finance Marketing Other business Engineering Other business Marketing Other business Marketing Other non-business Marketing Engineering Marketing Engineering Marketing Engineering Engineering Engineering Engineering Finance Other non-business Engineering Marketing Other non-business Marketing Finance Marketing Engineering Finance Engineering Finance Engineering Marketing Engineering Engineering Marketing Finance Other business Engineering Engineering Marketing Marketing Other non-business Marketing Marketing Finance Engineering 686 625 728 629 698 781 716 709 718 658 689 632 704 686 690 695 660 671 749 743 768 765 758 669 706 642 751 604 707 760 761 665 659 736 74300 70400 60700 52200 58900 67900 52200 38400 47100 36400 56100 72600 50100 47300 42200 41800 73700 46100 52700 60900 66400 58700 52100 51100 49300 68800 44300 60300 53600 72100 64300 59500 46800 44600 41900 41200 48200 38200 62600 70000 65800 52400 57700 55800 42300 64300 47800 1680 2110 1690 1230 2310 1910 1850 1790 2020 1330 2440 2560 1660 1350 1210 1170 2590 1890 1410 1430 1730 2600 1130 1290 2160 1910 1320 2010 1700 1370 1920 1620 1940 1770 1180 1340 1520 2000 1610 1480 1450 1810 1560 1930 2510 1750 1670 0 2 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 2 0 0 0 1 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 Marketing Engineering Finance Other non-business Engineering Marketing Other business Other non-business Other business Marketing Other business Marketing Engineering Marketing Other non-business Other non-business Engineering Marketing Finance Other business Other business Engineering Other business Other non-business Finance Engineering Finance Finance Engineering Engineering Other business Other non-business Engineering Finance Marketing Other non-business Engineering Engineering Other non-business Other business Other non-business Other non-business Engineering Other non-business Engineering Marketing Other business 671 738 672 648 751 671 632 696 777 705 733 644 704 715 679 634 699 738 703 646 681 631 751 765 664 622 694 743 711 641 763 755 785 64400 51100 73600 38700 60300 55700 49600 40100 62200 53500 62300 43200 44600 50000 48600 42800 67000 42100 75900 80900 53800 46000 46700 45800 52900 73400 55600 60200 65100 52000 43300 48400 76300 62500 51400 40500 65500 47800 59800 51900 42600 50400 61100 64100 72900 72700 41900 2250 2000 1720 2110 1510 1950 1380 1680 1590 2590 1500 1940 1930 1350 2160 2150 2020 1320 1490 2750 1750 1460 1810 2220 2490 1460 1970 1720 1660 1890 2690 1670 1430 1500 2060 1820 1310 1400 2310 1250 1910 1760 1390 1350 2230 1970 1850 0 0 0 0 0 2 0 0 0 0 0 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 1 0 0 1 2 0 Other non-business Other non-business Marketing Marketing Other business Engineering Marketing Engineering Other business Finance Finance Finance Other non-business Engineering Marketing Finance Engineering Marketing Finance Other non-business Finance Engineering Finance Marketing Engineering Marketing Marketing Other non-business Finance Finance Finance Engineering Marketing Engineering Finance Finance Other non-business Other business Marketing Other business Other non-business Finance Marketing Finance Other business Engineering Finance 658 685 700 702 616 633 683 645 750 744 687 699 645 628 726 711 619 714 691 667 663 765 737 659 745 652 628 713 739 791 782 630 712 41600 44700 41200 45700 51400 85100 58600 74500 44600 66300 54500 73100 45200 61300 61900 57200 51200 54900 57300 53700 80500 58900 54800 69100 47800 46200 41600 42700 48600 58500 62300 52400 55400 66900 74400 59800 46200 53400 49400 78900 49400 82500 67700 76500 65800 57000 68500 2000 1450 1280 2040 1840 2920 2460 2350 2210 1200 2100 2740 2500 2190 2400 2120 1230 1910 1150 1880 2550 1570 1100 1310 1260 1690 1720 1420 1710 1520 1400 1780 1740 1440 1730 1900 2390 2290 2700 2000 2100 2650 2080 1120 1720 2500 1330 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 1 0 2 1 0 0 0 0 0 0 0 1 1 1 0 0 1 0 0 0 0 1 0 1 0 0 0 2 0 0 0 0 Finance Engineering Marketing Other non-business Marketing Marketing Marketing Other non-business Finance Marketing Other business Marketing Finance Other non-business Marketing Engineering Other business Marketing Other business Marketing Other non-business Other non-business Other business Marketing Other business Engineering Finance Engineering Other business Marketing Marketing Other business Finance Marketing Other non-business Marketing Marketing Engineering Engineering Other business Engineering Engineering Engineering Marketing Marketing Engineering Marketing 662 727 665 637 714 725 754 710 751 739 686 786 688 723 607 772 647 698 763 742 751 669 669 693 637 705 737 764 712 729 671 712 626 698 682 654 674 778 739 49100 74400 71700 52000 46400 46500 61700 57700 76400 50000 48000 46300 66400 42900 50500 71800 45900 78900 59200 48300 50700 43300 71300 62000 56200 60100 69500 49000 47300 51000 68700 62800 65300 62800 37700 67200 60900 48100 64200 43200 55300 48000 77700 59600 40700 67400 83600 1820 1550 1500 1540 1810 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0 0 0 0 1 0 0 2 0 0 0 0 0 0 2 1 0 0 1 1 0 0 0 2 0 0 0 0 Finance Other non-business Engineering Other non-business Engineering Engineering Marketing Other business Engineering Finance Other business Other non-business Other business Finance Engineering Marketing Engineering Finance Marketing Finance Marketing Marketing Finance Finance Finance Marketing Finance Other non-business Marketing Other non-business Finance Engineering Marketing Engineering Engineering Finance Engineering Other business Finance Engineering Engineering Other business Other business Engineering Other business Marketing Engineering 746 675 675 670 739 679 684 722 639 726 718 708 694 782 742 713 730 723 692 706 748 694 714 626 709 728 733 769 615 756 719 718 685 698 693 763 641 797 691 53100 44300 68000 38300 62800 61400 56300 48800 49200 65700 48900 51200 64800 64200 51700 57200 44100 45200 66500 78600 57400 44800 57100 78000 58000 56900 70500 36600 62500 39000 62300 45900 51700 70800 52000 61300 45700 78200 84200 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76200 77300 54100 46800 47100 43900 48900 51200 77100 59500 56900 42400 67700 55200 51000 64100 46600 59600 65800 43800 51600 50300 37600 47700 68600 46400 66600 50200 47200 49700 39700 66800 46000 2320 2340 1540 2470 1980 2180 1990 2500 1740 1310 1580 2300 2590 1810 1300 2630 1500 2140 1510 1630 1910 1640 1690 2660 1100 1210 2200 1770 2770 1420 1380 2170 1540 1650 1120 1450 1270 1960 2030 1190 1870 1520 1570 1600 1080 1360 1340 0 0 0 2 1 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 2 0 1 0 2 0 1 0 2 0 0 2 0 Marketing Finance Finance Marketing Engineering Marketing Engineering Engineering Marketing Marketing Other non-business Other business Finance Engineering Other business Engineering Other business Engineering Other non-business Marketing Marketing Other non-business Engineering Finance Other non-business Marketing Other non-business Other non-business Other non-business Marketing Other business Engineering Other non-business Engineering Other non-business Engineering Finance Marketing Engineering Other non-business Other business Engineering Other non-business Engineering Finance Other non-business Finance 692 732 704 685 676 670 712 740 727 681 725 676 657 696 697 767 672 755 647 790 654 652 659 643 636 731 713 748 40300 45600 81400 57300 51600 60100 67600 52400 58600 41000 50700 61600 57600 46500 61900 54000 50000 78100 43700 51700 40100 52600 66100 73000 50700 74600 42100 56300 59900 81600 53000 42100 48700 81600 68300 51800 76700 48400 68700 42000 76600 43700 48000 79300 55000 45900 62000 1140 1470 2250 2120 2230 1650 2230 1870 1800 1880 1220 2490 2600 1420 1540 1950 2020 1610 2080 1540 1930 2170 2250 2860 1860 1860 1410 1580 2150 2790 2200 1530 1490 2070 2460 1910 1740 1500 2210 1760 2560 1630 1470 1490 1440 2550 1970 0 1 0 0 0 0 0 1 0 0 2 1 0 0 1 0 0 1 0 1 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 Finance Finance Engineering Marketing Marketing Other business Marketing Marketing Other non-business Marketing Marketing Other business Other non-business Finance Other business Engineering Marketing Other business Other non-business Engineering Marketing Engineering Other business Marketing Finance Engineering Engineering Marketing Other non-business Other business Other non-business Engineering Other non-business Other non-business Engineering Other non-business Other business Engineering Finance Other business Engineering Finance Engineering Marketing Other business Finance Marketing 714 747 699 643 632 761 640 748 732 758 706 655 746 614 692 706 729 687 694 770 667 700 729 701 672 667 638 676 649 711 759 707 688 54000 86700 59500 52900 46500 47200 44400 70900 51100 59300 75200 57800 40100 68600 45800 63800 47500 70900 45400 49100 55000 57300 55300 49300 53200 48600 68200 62900 44100 56500 65500 69600 38500 51200 60600 48400 48200 44700 65000 71200 50100 68300 75300 64600 43100 48900 56700 1580 1630 2040 2150 1290 1390 1690 2540 1800 1420 2610 2330 1290 1910 2120 1590 1820 2300 1830 2710 1600 1860 1810 1600 1420 1730 2470 2240 1870 2160 1740 2900 1540 1770 2100 1380 2470 1520 1840 1650 1430 2130 2440 1060 1770 2170 1850 0 0 0 0 0 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 2 0 0 0 2 1 0 0 0 0 0 1 0 2 0 0 1 0 Other business Finance Engineering Other non-business Marketing Other business Engineering Finance Finance Finance Finance Other business Finance Finance Other business Engineering Other non-business Finance Marketing Other business Other non-business Finance Engineering Engineering Other non-business Other non-business Engineering Engineering Finance Other non-business Finance Marketing Finance Other non-business Other business Engineering Other non-business Engineering Marketing Finance Marketing Finance Finance Engineering Engineering Other non-business Other business 679 687 728 709 695 709 746 702 731 700 703 680 662 668 663 752 745 712 725 620 751 620 752 766 729 643 734 726 782 729 730 711 759 683 688 47000 76900 51800 42400 72500 54400 65400 61500 87000 77200 46200 81200 61600 87200 42500 74100 49400 51500 52900 44900 51900 70200 63400 69000 43200 76000 82000 41300 72500 56400 61000 66200 46500 47500 39900 59800 60200 56900 52100 64100 45100 60200 74200 62000 64400 63100 48100 1180 2000 1390 1780 2330 2010 1680 1330 2780 2100 1190 1730 1290 2180 2540 2190 2690 1460 1790 2580 1920 2450 1870 1540 1820 1910 1700 1480 1520 2250 1450 1690 1020 2330 2350 1510 1730 2050 1900 2450 2480 2090 1590 1340 1290 2850 1890 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 1 0 0 0 Other non-business Finance Engineering Finance Marketing Marketing Other non-business Marketing Marketing Marketing Other business Marketing Finance Finance Finance Engineering Finance Other business Engineering Finance Engineering Other non-business Engineering Finance Marketing Finance Marketing Other business Other non-business Other non-business Marketing Finance Other non-business Other business Engineering Other business Finance Other non-business Engineering Engineering Marketing Marketing Other non-business Marketing Marketing Other business Finance 617 698 701 713 700 706 643 699 733 633 698 692 696 675 714 718 693 715 682 646 697 713 723 712 616 673 700 725 778 709 689 669 741 658 727 640 44800 58100 45800 69600 43700 47800 42700 43900 63100 47700 38700 55400 49000 57500 44800 58300 67900 54400 65900 88900 50500 43900 61600 61700 58600 52500 64100 40700 48500 47700 53600 61800 45100 40000 52000 63800 55000 44200 56100 51500 44900 69800 48100 61700 59700 42300 51400 1610 1590 1860 2370 1610 1620 1940 1400 2570 1630 1160 1360 1340 1330 1200 1390 1420 1960 1700 2680 1460 1370 1360 2370 1780 1750 2650 1180 1670 1410 1720 1340 1800 1210 2110 2260 2150 1490 1300 1700 1340 1880 1780 1400 2410 1580 1580 0 0 0 0 2 0 0 0 0 0 0 1 0 0 1 0 1 0 0 0 0 0 0 1 0 0 0 1 1 0 0 0 0 0 2 0 0 0 0 1 0 1 1 0 0 0 0 Other non-business Engineering Marketing Other non-business Marketing Marketing Marketing Other business Marketing Finance Marketing Other business Engineering Other business Marketing Marketing Marketing Engineering Other non-business Engineering Other non-business Marketing Finance Finance Other business Finance Finance Marketing Other non-business Marketing Finance Engineering Engineering Marketing Engineering Other business Other non-business Other non-business Marketing Finance Marketing Finance Other non-business Marketing Finance Finance Marketing 659 674 712 667 690 693 695 728 724 674 708 762 661 703 646 647 720 674 722 672 648 731 745 722 659 633 703 664 692 641 777 52100 44900 52300 64000 53800 39800 44500 55700 42600 72300 56800 49700 65500 40600 69200 40900 48400 47800 48200 70300 38600 36000 53100 70300 46300 71900 43900 42000 69200 55100 80800 67800 58500 48100 71600 40900 44000 39800 77800 58100 51700 69600 46400 58900 63500 86000 52400 1390 1580 1680 2440 2330 1960 1590 1740 1820 2420 2550 2360 2190 2050 1600 1280 1790 1660 1560 1810 1350 1210 1350 1930 1190 1630 1090 2080 2120 1030 2060 2330 1880 1320 2460 1360 1420 1870 1850 2270 1170 2210 2200 2360 1560 2090 2180 0 0 0 0 2 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 2 1 0 0 0 0 2 0 2 0 1 1 0 0 0 0 0 0 0 Other non-business Other non-business Finance Engineering Finance Finance Engineering Engineering Engineering Marketing Marketing Finance Finance Marketing Marketing Other business Other non-business Finance Marketing Engineering Marketing Engineering Finance Other non-business Marketing Marketing Marketing Other non-business Other business Engineering Marketing Finance Engineering Marketing Other non-business Other non-business Engineering Marketing Engineering Marketing Finance Other business Marketing Engineering Engineering Marketing Engineering 718 677 682 742 672 780 791 747 669 730 689 746 671 707 722 669 711 647 717 687 695 722 704 715 704 689 714 665 648 664 46600 50900 41800 68500 77700 47200 55400 78600 50400 62200 79900 82500 63700 56800 48300 56000 49500 57900 56600 47100 53700 60300 75400 68400 55000 40600 57700 47600 63200 53800 46700 50800 45300 56000 60400 59600 77100 42000 68800 52200 60600 47100 39800 44700 40500 64600 40200 1490 1990 1430 1970 2490 1130 1550 1910 1630 2010 1850 1750 1790 1890 1660 1600 1470 1640 1610 1440 1660 2050 1820 2460 1520 1500 2210 1980 2660 2180 2010 1670 2370 1410 2530 1690 1920 1980 2190 1900 1500 1550 1890 1180 1430 2120 1100 0 0 1 1 0 1 2 2 1 2 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 2 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Other business Other non-business Marketing Engineering Engineering Other business Other business Engineering Other business Engineering Marketing Marketing Engineering Other business Marketing Finance Finance Engineering Other business Engineering Engineering Other non-business Marketing Other non-business Finance Other non-business Other non-business Other non-business Marketing Engineering Other non-business Engineering Other business Marketing Other non-business Other non-business Engineering Finance Engineering Engineering Finance Finance Finance Other non-business Other non-business Other non-business Finance 744 749 681 685 633 677 749 671 697 775 744 679 725 711 668 619 658 683 647 691 676 661 701 724 649 653 652 702 768 68800 56500 85400 64500 44400 43800 58700 60100 72200 59100 59000 43500 66500 65600 63500 63000 61200 44500 57300 46900 70100 58100 49100 53700 66300 67700 58200 43400 69900 54700 44200 53400 46100 47100 45000 54300 44300 62100 65800 56300 45400 74300 61100 51000 35700 44900 74100 1710 2230 2150 1710 1710 2290 2310 2510 2050 1810 2180 1800 2080 1780 1550 2510 1240 2550 2490 1450 1380 1590 2620 1340 1950 2020 2220 2350 1750 2060 2610 1690 1840 1590 1500 1860 1150 2130 1470 1780 1550 1770 1550 1230 1210 1350 1860 0 0 1 2 0 1 0 0 1 0 0 0 0 0 0 0 0 2 1 0 1 1 0 0 0 0 1 0 0 0 0 2 0 1 0 0 1 0 0 0 0 0 0 2 2 0 0 Other business Other business Other business Engineering Other non-business Finance Finance Marketing Marketing Finance Other business Other business Marketing Finance Engineering Engineering Other business Engineering Finance Other non-business Engineering Engineering Finance Marketing Marketing Finance Engineering Marketing Finance Finance Other non-business Engineering Other non-business Engineering Other non-business Finance Engineering Other business Marketing Engineering Engineering Engineering Engineering Other non-business Engineering Engineering Other non-business 648 667 632 747 735 717 699 656 682 638 750 628 708 660 737 692 745 659 668 733 618 764 750 666 733 787 49600 44000 66600 55600 63200 78400 43000 62400 58900 48700 52400 66000 41200 50300 49100 56100 50000 78700 71500 40200 69800 81500 70800 67800 68900 65200 74400 38400 77400 61300 40500 79100 57200 46900 73400 53100 65000 41900 47000 61800 64400 55900 52500 58700 75300 65100 48700 1500 1530 2420 2490 1590 2400 1470 2280 2510 1740 1400 1410 1260 2570 1700 1430 1280 2400 1590 2540 2220 2050 2090 1540 1940 2150 2220 1630 1410 1510 1440 2570 1250 2800 1850 1470 2190 1570 1750 1850 1570 2030 1680 2050 2990 2030 1800 0 0 0 0 0 0 0 1 0 0 0 2 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 Marketing Other business Engineering Finance Engineering Other business Engineering Marketing Other non-business Marketing Marketing Marketing Other non-business Finance Finance Other business Engineering Marketing Marketing Marketing Engineering Other non-business Other non-business Finance Engineering Marketing Other non-business Marketing Marketing Engineering Finance Other business Engineering Engineering Other non-business Finance Other non-business Marketing Other non-business Marketing Marketing Marketing Marketing Other non-business Marketing Other business Marketing 681 653 774 667 747 683 672 747 732 715 699 704 655 618 707 729 708 710 686 692 733 693 613 692 632 748 695 719 774 645 702 670 679 720 697 709 760 734 43000 44000 45300 81300 48300 49800 63900 61900 47400 57900 64000 53800 43800 64500 45500 63000 67800 71700 61500 46900 74600 45700 57000 46000 62100 54900 46600 40900 43300 42000 70200 45600 67200 56800 47500 57500 56200 62900 66200 47300 55600 60500 37200 50200 40400 71100 36800 1270 1120 1490 2070 1570 1140 1680 2020 1390 1950 1900 2630 1200 2260 1670 2050 2840 2350 1940 2400 1850 1810 1650 1960 1430 1620 1510 1860 2040 1620 1200 2030 1890 1720 2030 1660 1940 1460 1740 1770 1480 2170 1260 1320 1750 1880 1620 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 1 2 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 Engineering Other business Finance Finance Other business Other business Other business Other non-business Other business Marketing Engineering Other non-business Engineering Other non-business Engineering Other non-business Other non-business Marketing Engineering Marketing Other non-business Marketing Marketing Finance Marketing Finance Other non-business Marketing Finance Engineering Other business Marketing Other business Marketing Other non-business Other business Other non-business Other non-business Other non-business Other non-business Other non-business Finance Marketing Other non-business Other non-business Other non-business Other business 719 757 788 725 682 624 719 613 687 704 678 634 751 690 725 685 715 708 728 734 718 682 637 649 716 669 642 705 714 691 676 681 754 48000 46500 79600 67400 57400 53800 55300 35600 45800 40800 83200 41500 46800 41400 79900 51700 74600 45600 59900 50300 70800 62100 76900 55900 44100 83900 48800 48600 50800 73600 50400 52400 45100 54600 77200 55000 47000 39600 47200 38300 51000 47500 39200 48200 52800 37900 67400 1670 2050 2020 1970 1830 1680 2710 1320 1450 1660 2740 1670 1510 1850 1790 2820 2310 1430 1630 1990 1540 2280 2560 2430 1100 1880 1790 2250 1600 1890 1480 1640 1250 2180 1830 2760 2060 1880 1950 2090 1510 1470 1530 1920 1340 1930 2220 0 0 0 0 0 0 0 0 0 0 1 0 2 1 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 2 0 0 0 1 0 0 0 0 0 0 0 0 0 Engineering Other non-business Other non-business Marketing Engineering Other non-business Engineering Engineering Engineering Other non-business Marketing Finance Marketing Marketing Marketing Other business Marketing Marketing Marketing Marketing Engineering Marketing Finance Other business Other business Engineering Marketing Finance Engineering Engineering Marketing Other business Marketing Engineering Engineering Marketing Marketing Other business Engineering Engineering Finance Finance Engineering Marketing Marketing Other business Engineering 683 674 683 760 665 728 626 698 672 686 616 738 625 733 722 695 685 697 720 749 727 772 763 690 666 690 610 612 736 630 746 704 670 754 64000 47900 47600 50600 75200 66300 63700 49700 85200 38100 45300 49900 51600 61600 40000 46400 46300 56400 42800 55900 79300 72200 77800 65300 40400 49600 78700 69700 66800 55700 39600 39400 52800 80100 68000 42900 37400 53900 39600 49700 64600 60500 60100 55300 45500 59100 60600 1830 1530 1420 1640 2440 1440 1650 1680 1680 1710 1980 1700 1740 2830 1300 1430 1400 1790 2320 1620 1860 1440 2030 1480 1590 2090 2480 1600 1290 1680 1160 1410 1460 2680 2160 1440 1420 2320 2040 1230 1550 1600 1820 1870 1720 1400 1460 0 0 1 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 2 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 2 2 1 Engineering Finance Other business Engineering Marketing Other non-business Engineering Engineering Other business Marketing Other business Finance Other non-business Finance Finance Engineering Finance Marketing Marketing Other business Engineering Other business Marketing Engineering Engineering Finance Other non-business Finance Other non-business Engineering Engineering Engineering Other business Other non-business Other non-business Engineering Other business Other business Other business Other non-business Other non-business Marketing Marketing Marketing Marketing Finance Finance 735 722 723 742 654 678 756 679 646 644 707 740 737 674 711 726 705 650 731 732 726 695 657 705 723 638 707 640 724 706 702 660 721 58300 58900 51200 71300 60000 53200 63900 68000 44000 52600 47300 67300 41600 53300 64800 62800 71000 62500 47000 39700 41700 51600 40200 55200 60900 60800 42900 62600 53500 46900 48100 51000 56300 49800 46600 77600 50600 51100 61400 82400 78200 41800 43700 63900 50800 85000 61900 1650 1420 1900 2620 1480 2060 2410 2090 1690 2060 2170 2030 1770 1880 1620 2300 2560 1550 2560 1070 1710 1730 1850 1550 1260 1960 1510 1610 2150 2070 2280 2470 2640 1300 1380 1300 1570 1750 1740 2330 1720 2100 1340 2120 2130 2300 2730 0 2 1 0 0 2 0 0 0 0 0 0 2 0 2 0 0 0 0 0 0 0 0 0 1 2 2 0 0 0 2 0 2 1 0 0 1 1 0 0 0 0 0 0 0 0 0 Other non-business Engineering Finance Marketing Marketing Engineering Engineering Engineering Engineering Engineering Finance Engineering Other non-business Finance Marketing Engineering Finance Engineering Other non-business Marketing Engineering Engineering Other business Other business Other non-business Engineering Other business Engineering Other non-business Engineering Marketing Other non-business Marketing Other business Finance Marketing Marketing Marketing Marketing Other business Finance Other non-business Engineering Other non-business Other non-business Other business Other business 705 667 684 696 760 721 736 747 713 663 721 738 615 655 608 668 649 676 684 667 624 749 706 755 757 717 676 679 650 701 43300 54600 72100 54400 53900 72000 60500 67000 42700 45200 86500 70100 65200 82200 74000 39500 49200 47900 49700 55500 45500 45700 52500 43700 54800 74800 54800 62500 45000 37700 81100 40900 59100 60000 71400 53200 51800 59400 71400 42200 69500 40600 59200 44400 39600 44500 45600 1600 2710 1290 1440 2170 2390 1870 1170 2190 2540 2040 2270 2340 2070 2850 1110 1150 1990 2160 1760 1350 1940 1780 1460 1640 2250 2260 1800 1440 1100 2350 1810 2680 1620 1690 1520 1570 2750 1770 2270 1840 1840 1980 1340 1650 1670 2040 0 0 0 1 0 0 0 0 0 0 2 0 0 0 0 0 0 1 0 1 0 0 0 0 0 1 0 1 0 0 0 0 2 0 1 0 0 0 0 1 0 0 0 0 0 0 1 Finance Finance Finance Engineering Finance Engineering Other business Engineering Other non-business Engineering Other non-business Engineering Marketing Other 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1190 1400 1240 2380 1480 1470 0 0 0 0 1 0 0 1 0 0 0 2 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 2 0 1 0 0 0 0 0 0 1 0 1 1 1 1 0 Finance Other business Marketing Other business Engineering Engineering Finance Finance Finance Finance Finance Finance Engineering Marketing Marketing Other non-business Engineering Finance Marketing Finance Marketing Other non-business Engineering Finance Engineering Engineering Marketing Marketing Other non-business Other non-business Engineering Engineering Other business Finance Marketing Engineering Marketing Other business Other non-business Marketing Finance Finance Finance Engineering Other non-business Marketing Other non-business 675 771 704 663 660 713 745 702 715 723 762 664 697 677 721 732 657 732 748 652 695 737 706 704 780 709 681 715 760 700 627 43600 49600 51500 47000 81800 47200 66300 66700 65200 49300 58100 79100 69900 70300 49800 38100 48800 69100 64900 73100 61200 60700 47100 73300 61800 44300 47600 71500 60700 54200 44100 74700 44800 65000 46100...
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Explanation & Answer

I'm done! 😊 Here they are:

P(Exercise)
P(Male)
P(Male and Exercise)

0,18
0,57
0,12

P(Female and Exercise)
P(Female and Not Exercise)

0,06
0,37

P(Female)

0,43

Customer purchase amounts
Normally distributed purchase amounts
Mean
Stdev

P(Purchase Amount < 85)
P(65 < Purchase Amount < 85)
P(Purchase Amount > 45)
Value with P(Purchase Amount = Value) = 0.80
Value with P(150 - Value 5th Percentile
>> 95th Percentile

75
20

0,691
0,383
0,933
$88,49
$58,17
$42,10
$107,90

P(Purchase Amount < 65)
P(Purchase Amount < 45)

0,309
0,067

Student ID

Age
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45

30
32
32
30
39
33
30
35
37
34
32
39
33
26
35
35
33
30
29
36
36
30
39
34
40
30
33
32
34
40
37
28
28
27
31
35
30
34
33
34
27
28
29
32
26

Gender
Male
Male
Female
Male
Male
Male
Female
Female
Female
Male
Female
Male
Female
Female
Male
Male
Male
Male
Female
Female
Male
Male
Male
Male
Male
Female
Male
Female
Male
Male
Male
Male
Male
Female
Female
Male
Male
Female
Male
Male
Female
Male
Male
Female
Female

Nationality
US
US
US
India
US
US
Europe
US
Other
US
US
US
US
US
US
US
US
India
India
US
US
South America
India
US
US
South America
US
India
US
China
US
US
US
US
US
US
US
China
US
US
US
US
US
Japan
US

Married
No
No
No
No
No
No
No
No
No
Yes
No
Yes
Yes
No
No
No
No
No
No
Yes
Yes
No
No
Yes
Yes
Yes
Yes
Yes
No
No
No
No
No
No
Yes
Yes
No
No
Yes
No
No
No
No
Yes
No

46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92

29
34
28
32
32
31
36
33
35
34
28
26
27
26
35
39
33
30
34
31
33
33
29
29
36
30
32
36
30
40
37
35
34
34
30
30
39
30
30
33
36
33
31
29
29
31
34

Female
Female
Male
Male
Male
Male
Male
Male
Male
Female
Male
Male
Male
Female
Female
Male
Female
Female
Male
Male
Female
Male
Male
Female
Male
Male
Male
Male
Male
Female
Male
Female
Female
Female
Male
Male
Female
Male
Female
Female
Male
Male
Male
Male
Female
Female
Female

US
US
US
US
Europe
US
US
India
US
US
US
US
India
US
US
India
US
India
US
US
Europe
US
US
US
India
US
US
US
US
US
US
US
US
US
US
US
US
US
India
US
US
US
US
India
US
US
US

No
Yes
Yes
No
No
No
No
Yes
No
No
No
No
No
No
Yes
No
No
No
Yes
Yes
Yes
No
No
No
Yes
No
Yes
No
No
Yes
No
No
Yes
Yes
No
No
Yes
No
Yes
Yes
No
No
Yes
No
No
No
Yes

93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138

34
38
35
34
37
33
31
30
25
36
33
31
37
34
28
32
27
35
32
27
38
38
33
31
33
37
27
31
35
29
28
38
36
33
31
27
33
29
30
32
30
32
28
32
30
30

Male
Male
Male
Female
Male
Female
Male
Male
Male
Female
Male
Male
Male
Female
Male
Male
Female
Male
Female
Male
Female
Male
Male
Male
Male
Male
Male
Female
Male
Female
Male
Female
Male
Female
Male
Male
Male
Female
Male
Female
Male
Female
Male
Male
Female
Male

India
US
US
US
US
US
US
US
US
Japan
US
US
US
US
Other
US
US
US
US
US
US
US
US
South America
India
Other
US
China
US
US
US
US
US
US
Japan
US
South America
US
Other
US
China
US
US
US
US
India

Yes
No
No
No
No
Yes
No
No
No
Yes
No
Yes
Yes
Yes
No
No
No
Yes
No
No
No
Yes
Yes
No
No
Yes
No
No
No
No
No
No
Yes
No
No
No
No
No
Yes
No
No
No
No
No
Yes
Yes

139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185

30
27
30
40
37
32
37
34
30
29
29
33
38
30
33
29
31
35
28
30
29
34
32
31
31
34
31
33
32
29
32
31
30
32
31
32
35
30
36
34
38
38
29
35
32
35
33

Female
Male
Male
Female
Female
Male
Female
Male
Male
Male
Male
Female
Male
Male
Female
Male
Male
Female
Male
Female
Male
Male
Female
Male
Male
Male
Female
Male
Female
Female
Male
Female
Male
Male
Male
Female
Male
Female
Female
Female
Male
Male
Male
Male
Female
Male
Male

US
US
US
India
US
South America
US
Other
China
US
US
Japan
US
US
US
India
Europe
US
US
India
US
US
US
US
China
US
US
India
US
US
US
US
India
US
US
Europe
US
US
US
US
US
US
US
US
US
China
US

No
No
Yes
Yes
No
No
Yes
Yes
No
No
No
Yes
No
No
No
No
No
No
No
No
No
Yes
No
No
No
Yes
Yes
No
Yes
No
No
No
Yes
Yes
No
No
No
No
Yes
No
No
No
Yes
No
Yes
No
Yes

186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231

38
30
30
31
32
31
27
38
32
36
28
29
33
34
33
29
37
31
29
35
34
37
28
34
37
34
31
32
36
33
32
34
33
32
36
33
38
36
35
38
31
36
29
30
27
35

Male
Male
Male
Male
Female
Female
Male
Male
Male
Male
Male
Male
Female
Female
Male
Male
Female
Male
Female
Female
Female
Male
Male
Male
Male
Male
Male
Male
Female
Male
Female
Male
Female
Female
Male
Male
Female
Female
Male
Female
Female
Male
Male
Male
Male
Male

US
India
Japan
US
India
US
US
US
Japan
US
India
Japan
US
US
US
US
US
US
US
US
India
India
US
US
Japan
India
Other
Other
US
US
US
US
China
US
China
US
US
Japan
India
US
US
US
US
US
US
US

No
No
Yes
No
No
No
No
Yes
No
No
No
No
Yes
Yes
Yes
Yes
Yes
No
No
Yes
No
Yes
No
No
No
No
No
Yes
Yes
No
No
No
No
Yes
No
No
Yes
No
No
No
No
No
No
No
No
No

232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278

38
33
32
38
38
35
37
32
30
35
35
30
29
27
29
41
29
36
30
30
40
31
32
31
30
29
36
32
31
33
36
36
30
40
34
27
32
29
33
30
28
35
27
38
29
33
36

Male
Female
Female
Female
Male
Male
Male
Male
Female
Female
Male
Male
Female
Male
Female
Male
Female
Female
Female
Male
Male
Male
Male
Male
Male
Male
Female
Male
Male
Female
Female
Female
Male
Male
Female
Male
Female
Female
Male
Female
Female
Female
Male
Female
Male
Female
Male

US
US
US
US
US
US
US
US
US
US
US
US
US
US
US
US
US
India
US
US
US
US
US
US
US
US
US
US
US
US
Other
US
Europe
US
US
US
US
US
US
US
US
US
US
US
US
US
US

Yes
Yes
No
No
No
No
No
No
No
No
Yes
No
No
No
No
No
No
Yes
Yes
No
Yes
Yes
No
No
No
No
No
No
No
Yes
Yes
Yes
No
No
No
No
No
No
No
Yes
No
Yes
No
No
No
Yes
No

279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325

31
39
38
29
29
34
36
39
28
29
29
29
29
30
28
29
26
37
32
30
33
28
28
30
26
30
31
34
39
33
30
31
28
30
34
30
27
29
27
37
30
31
31
31
28
34
31

Female
Male
Male
Female
Male
Male
Male
Male
Female
Female
Male
Female
Male
Female
Female
Female
Male
Male
Male
Female
Female
Male
Female
Female
Female
Male
Male
Female
Male
Male
Male
Male
Male
Female
Male
Male
Female
Male
Male
Female
Female
Male
Male
Male
Female
Male
Male

US
US
US
US
India
China
Europe
US
US
India
US
China
US
US
US
India
US
US
US
Other
China
US
Europe
US
US
US
US
India
US
US
India
India
US
US
China
US
US
US
US
India
China
Other
US
US
US
US
US

No
Yes
Yes
Yes
No
No
No
No
No
No
No
Yes
No
Yes
Yes
No
No
Yes
Yes
No
Yes
No
No
No
No
No
Yes
Yes
Yes
No
Yes
No
No
No
Yes
Yes
No
No
No
Yes
No
No
No
No
No
No
No

326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372

33
36
28
33
37
28
36
31
40
35
29
32
32
35
35
27
25
39
36
37
32
26
30
36
26
30
30
31
31
32
29
41
35
28
27
35
29
30
40
31
41
35
28
27
37
30
26

Female
Male
Female
Male
Male
Male
Female
Female
Female
Male
Male
Male
Female
Male
Female
Female
Female
Female
Male
Female
Female
Female
Male
Male
Female
Male
Female
Male
Male
Female
Male
Male
Female
Female
Female
Male
Male
Male
Male
Male
Male
Female
Male
Male
Female
Male
Female

US
US
US
India
US
US
US
US
US
US
US
US
US
US
Other
South America
Other
India
US
US
US
US
US
US
US
Europe
US
US
India
China
India
India
US
South America
US
US
US
Japan
US
Japan
US
US
US
US
US
South America
US

Yes
No
Yes
Yes
Yes
No
No
Yes
Yes
Yes
No
No
No
No
Yes
Yes
No
No
No
Yes
No
Yes
Yes
Yes
No
No
No
No
No
No
Yes
No
No
No
No
No
No
No
Yes
No
Yes
No
No
No
Yes
No
No

373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419

39
35
34
31
33
30
34
34
29
33
34
31
29
31
33
31
32
34
29
35
31
31
32
34
30
35
28
31
34
36
29
40
30
29
33
26
33
35
32
39
32
35
29
36
37
35
32

Male
Male
Male
Female
Male
Female
Female
Male
Female
Female
Male
Male
Female
Male
Male
Male
Female
Male
Male
Female
Female
Male
Male
Female
Female
Male
Male
Male
Male
Female
Male
Male
Female
Female
Male
Male
Male
Female
Female
Female
Female
Male
Male
Female
Male
Male
Female

US
US
US
US
US
Other
US
US
US
Japan
US
US
US
US
US
South America
India
US
China
India
US
US
US
US
US
US
US
India
US
US
US
US
US
Other
South America
US
US
US
US
US
US
US
China
US
China
US
US

Yes
Yes
Yes
No
No
No
No
No
No
No
Yes
No
Yes
No
No
Yes
Yes
No
No
Yes
No
No
No
No
No
No
No
Yes
No
Yes
No
Yes
No
No
Yes
No
No
No
Yes
Yes
No
No
Yes
Yes
No
Yes
Yes

420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466

33
33
34
34
35
29
31
28
34
27
33
28
28
29
30
26
31
31
30
27
31
29
31
32
33
31
30
29
27
39
25
27
31
32
35
30
26
33
32
32
30
28
31
37
31
36
32

Male
Male
Male
Female
Male
Male
Female
Female
Female
Male
Female
Male
Male
Male
Male
Male
Male
Male
Female
Male
Male
Male
Male
Male
Male
Female
Male
Male
Male
Male
Female
Female
Male
Male
Male
Female
Male
Male
Female
Male
Female
Male
Female
Male
Female
Female
Male

US
US
Japan
US
India
US
US
US
US
Europe
US
Other
US
US
South America
US
US
US
US
Japan
US
US
China
US
US
China
India
US
Europe
US
China
India
US
Other
US
US
US
US
US
US
US
US
US
US
US
US
US

No
No
No
No
Yes
No
Yes
Yes
No
No
No
No
Yes
Yes
No
No
No
No
Yes
No
No
Yes
Yes
Yes
No
No
No
No
No
Yes
No
No
No
No
No
Yes
Yes
No
No
Yes
No
No
No
Yes
No
No
No

467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513

37
34
37
31
34
28
34
36
28
32
26
27
30
30
35
32
33
32
30
29
33
32
33
35
30
29
40
29
37
37
32
27
27
30
30
37
33
31
37
31
34
38
32
33
38
34
31

Female
Male
Male
Female
Female
Male
Male
Male
Male
Male
Female
Male
Male
Male
Male
Female
Male
Male
Male
Male
Male
Male
Female
Female
Female
Female
Male
Male
Male
Male
Male
Male
Female
Male
Female
Male
Female
Female
Male
Male
Female
Female
Male
Male
Female
Female
Male

Europe
US
US
US
US
US
US
India
US
US
Japan
US
US
US
US
US
Europe
US
US
Europe
US
India
India
US
Japan
US
US
US
US
US
US
US
US
US
US
US
US
China
US
China
US
US
US
US
US
Other
US

Yes
Yes
No
Yes
Yes
No
Yes
No
No
No
No
No
No
No
No
No
Yes
No
No
No
Yes
No
No
No
No
No
Yes
No
No
No
No
No
No
No
No
Yes
No
Yes
Yes
No
No
No
No
Yes
Yes
Yes
No

514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560

26
33
30
29
31
32
29
31
34
29
32
37
33
33
32
30
32
30
37
37
33
39
32
30
33
33
31
40
28
31
27
38
36
31
33
36
31
41
30
31
29
35
40
28
27
34
31

Female
Male
Male
Female
Female
Male
Male
Male
Male
Male
Male
Male
Female
Female
Male
Male
Male
Female
Male
Female
Male
Female
Male
Female
Male
Male
Male
Male
Male
Male
Female
Female
Female
Female
Male
Male
Female
Male
Male
Male
Male
Male
Male
Male
Male
Male
Female

US
US
US
US
US
India
US
US
US
US
Japan
US
India
US
US
US
US
US
US
China
US
US
US
US
US
US
US
India
US
India
India
US
US
India
India
US
US
US
US
US
US
US
US
US
India
Other
US

No
No
No
Yes
No
No
No
No
No
No
Yes
Yes
No
No
No
No
No
No
No
No
Yes
Yes
No
No
Yes
No
No
Yes
No
No
No
No
Yes
No
Yes
Yes
No
Yes
No
No
No
No
No
No
No
Yes
No

561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607

27
37
32
31
32
34
26
30
31
42
36
27
36
35
34
30
35
29
29
29
32
35
37
31
28
27
33
36
31
36
25
28
30
33
28
35
40
37
28
32
40
36
29
31
32
36
28

Male
Male
Male
Female
Male
Male
Male
Male
Female
Male
Female
Male
Female
Male
Male
Male
Male
Female
Male
Female
Female
Male
Male
Male
Male
Female
Female
Female
Female
Female
Male
Male
Male
Female
Female
Male
Male
Female
Male
Male
Male
Male
Male
Female
Male
Female
Female

India
India
US
Europe
US
US
India
China
US
US
US
US
US
US
US
US
US
China
US
US
US
US
US
US
US
US
US
Other
US
India
Japan
US
Other
US
US
US
India
India
US
India
US
US
US
US
China
US
India

No
No
No
No
No
Yes
No
No
No
Yes
Yes
No
Yes
No
No
Yes
No
No
No
Yes
No
No
No
No
No
No
Yes
No
No
Yes
No
No
No
Yes
Yes
No
Yes
No
No
Yes
No
Yes
Yes
No
No
No
No

608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654

30
33
29
28
36
36
30
30
27
28
36
31
31
33
36
34
31
34
38
37
29
28
26
28
31
32
34
32
29
31
26
28
31
33
31
28
34
39
30
28
35
31
27
30
29
36
34

Male
Female
Male
Female
Female
Male
Female
Male
Female
Male
Female
Male
Male
Female
Male
Female
Male
Female
Female
Female
Female
Male
Female
Female
Male
Male
Female
Male
Female
Male
Male
Female
Female
Female
Female
Male
Male
Female
Male
Male
Male
Male
Female
Male
Female
Male
Male

China
US
US
US
US
US
US
South America
US
US
US
US
US
China
US
US
US
Other
US
US
US
China
US
US
US
US
China
US
US
South America
US
US
India
US
US
US
US
US
China
US
US
US
US
US
China
Other
US

No
No
No
No
Yes
No
Yes
Yes
No
No
Yes
No
No
No
No
No
Yes
No
No
No
Yes
No
No
No
No
No
No
No
Yes
No
No
No
No
Yes
No
No
Yes
No
No
Yes
Yes
No
No
No
No
Yes
Yes

655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701

33
31
31
28
31
29
36
27
28
37
40
33
34
33
28
33
31
35
31
25
29
29
27
39
28
27
37
32
29
37
38
35
28
29
30
33
31
36
29
35
33
34
26
33
40
29
27

Female
Female
Male
Male
Female
Male
Male
Male
Male
Male
Female
Male
Female
Male
Female
Male
Male
Male
Female
Female
Female
Male
Female
Male
Male
Male
Male
Female
Male
Male
Female
Male
Male
Male
Female
Female
Male
Male
Male
Female
Female
Male
Male
Male
Male
Female
Female

US
US
US
India
India
US
Japan
India
US
US
India
US
US
China
China
US
Other
India
US
Other
US
US
US
US
US
South America
US
US
US
US
US
US
US
India
US
Europe
US
US
US
Europe
US
US
US
US
US
US
US

No
Yes
Yes
No
No
No
Yes
No
No
No
No
Yes
Yes
Yes
No
No
No
No
No
No
No
No
Yes
Yes
No
No
No
Yes
No
No
Yes
No
No
No
Yes
No
No
No
No
No
No
Yes
No
No
Yes
No
No

702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748

28
41
32
34
28
31
31
40
32
27
38
35
33
28
37
28
31
30
40
30
28
34
35
29
36
32
30
30
35
27
30
30
32
31
29
37
38
35
29
29
38
25
33
32
34
27
33

Male
Female
Male
Female
Male
Male
Male
Female
Female
Female
Female
Female
Male
Female
Female
Female
Female
Female
Male
Male
Male
Female
Male
Female
Female
Female
Male
Male
Male
Female
Female
Male
Male
Female
Male
Male
Female
Female
Female
Male
Male
Female
Male
Male
Male
Male
Female

US
China
US
US
US
India
US
US
US
US
South America
US
US
US
India
US
US
US
US
US
US
China
US
US
US
US
US
US
US
US
China
US
US
US
US
US
US
US
US
US
US
US
India
US
US
US
US

No
No
Yes
Yes
Yes
No
No
No
No
No
Yes
Yes
No
No
Yes
No
Yes
No
Yes
No
No
No
No
No
No
No
No
Yes
Yes
No
Yes
No
Yes
No
Yes
Yes
Yes
No
Yes
No
No
Yes
No
No
Yes
No
Yes

749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795

33
27
37
38
33
30
34
34
26
29
27
30
33
38
30
26
29
26
35
31
34
40
34
31
34
32
30
28
37
29
33
26
34
28
33
26
28
32
34
32
29
31
32
33
31
30
38

Female
Female
Male
Male
Female
Male
Male
Male
Male
Male
Female
Female
Male
Male
Male
Male
Female
Male
Male
Male
Male
Female
Female
Female
Male
Male
Female
Female
Male
Male
Female
Male
Male
Female
Male
Male
Male
Female
Male
Female
Male
Female
Male
Female
Female
Male
Male

US
US
US
US
India
US
US
India
India
US
US
US
US
US
US
US
Other
US
US
India
US
US
US
South America
India
China
India
US
US
US
US
US
US
US
Europe
Japan
Europe
US
US
US
US
US
US
US
US
Japan
Europe

No
No
No
Yes
Yes
No
No
No
No
No
No
No
No
Yes
No
No
No
No
No
Yes
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
Yes
Yes
No
No
No

796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842

32
31
30
29
39
32
34
33
30
30
33
31
35
28
31
27
33
31
39
31
31
28
39
38
35
27
32
27
33
28
37
36
26
33
31
39
30
40
39
31
38
35
28
37
39
37
27

Male
Male
Male
Male
Male
Male
Female
Female
Female
Male
Male
Female
Female
Male
Male
Male
Male
Male
Female
Male
Male
Male
Female
Male
Male
Male
Male
Male
Male
Male
Male
Female
Female
Female
Female
Male
Male
Male
Male
Male
Male
Female
Male
Female
Female
Male
Female

India
US
US
US
US
US
US
India
US
US
India
Other
US
India
US
US
US
US
US
India
US
US
US
US
India
US
China
US
US
Other
China
US
US
US
Japan
US
US
India
US
US
US
US
US
US
US
US
US

No
No
Yes
No
Yes
No
No
No
No
No
No
Yes
Yes
No
No
No
Yes
No
No
Yes
No
No
No
No
No
No
No
Yes
No
Yes
No
Yes
No
No
No
Yes
No
Yes
No
No
Yes
No
No
No
No
Yes
Yes

843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889

29
38
35
31
30
41
35
30
28
35
34
35
28
35
29
37
32
31
36
29
31
39
39
33
37
42
35
31
32
37
35
35
36
28
32
37
39
33
36
32
34
32
28
38
29
30
34

Male
Male
Male
Female
Male
Female
Male
Female
Female
Female
Female
Female
Male
Male
Male
Female
Male
Male
Female
Male
Male
Female
Male
Female
Male
Male
Male
Male
Female
Female
Male
Male
Female
Male
Male
Male
Female
Female
Male
Female
Male
Male
Male
Female
Female
Male
Male

China
US
Other
US
US
US
US
US
US
US
US
US
US
US
US
China
US
US
US
US
US
US
Europe
India
US
India
US
US
US
US
India
US
US
US
US
US
US
US
US
US
US
US
US
US
US
US
US

No
No
Yes
Yes
No
Yes
Yes
Yes
No
No
No
No
No
Yes
Yes
Yes
Yes
No
No
No
No
Yes
No
No
No
Yes
Yes
No
Yes
Yes
No
Yes
No
Yes
No
No
No
Yes
No
Yes
No
No
No
Yes
No
No
Yes

890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936

38
35
31
33
32
32
32
35
28
40
27
32
29
38
30
27
30
30
36
39
31
30
32
29
33
35
34
34
27
33
35
30
32
34
26
31
29
30
29
37
29
37
34
37
40
37
35

Male
Female
Male
Female
Female
Female
Female
Female
Female
Male
Female
Male
Male
Male
Male
Male
Male
Male
Male
Male
Male
Male
Male
Male
Female
Male
Male
Male
Male
Female
Male
Male
Male
Female
Female
Male
Male
Male
Female
Male
Female
Male
Female
Male
Male
Female
Male

US
US
US
US
US
US
China
US
US
US
India
US
China
US
US
US
US
US
Europe
US
US
India
Other
Other
US
US
US
South America
US
India
US
India
US
US
US
US
US
US
US
US
Europe
US
India
US
US
US
US

Yes
No
No
Yes
Yes
No
No
Yes
No
Yes
No
Yes
No
Yes
No
No
No
No
Yes
No
Yes
No
No
No
No
No
Yes
No
No
No
No
No
No
No
No
No
Yes
Yes
Yes
Yes
No
Yes
Yes
Yes
Yes
Yes
Yes

937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983

37
37
30
26
30
34
28
33
33
31
34
29
31
28
36
34
29
34
29
31
35
30
33
31
32
36
32
34
30
35
32
27
41
28
27
36
38
33
27
32
34
29
31
26
33
29
32

Female
Male
Male
Male
Male
Male
Male
Male
Male
Male
Male
Male
Male
Female
Male
Female
Male
Female
Female
Male
Male
Female
Male
Male
Female
Female
Female
Female
Male
Male
Male
Female
Male
Male
Male
Male
Male
Female
Female
Female
Male
Female
Female
Male
Male
Female
Female

India
India
US
India
US
US
India
India
US
US
India
US
US
US
US
US
US
US
US
US
US
China
India
US
India
India
US
US
US
US
US
US
India
US
Other
US
China
US
India
Japan
India
US
US
US
US
US
US

No
Yes
No
No
Yes
No
No
Yes
No
No
No
No
No
No
No
Yes
No
No
No
No
No
No
Yes
No
No
Yes
No
No
Yes
No
No
No
Yes
Yes
No
Yes
Yes
No
No
No
No
No
No
No
No
No
No

984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
1001
1002
1003
1004
1005
1006
1007
1008
1009
1010
1011
1012
1013
1014
1015
1016
1017
1018
1019
1020
1021
1022
1023
1024
1025
1026
1027
1028
1029
1030

35
34
39
34
31
30
32
27
35
32
37
35
30
30
33
31
28
30
28
30
38
29
33
28
34
31
34
35
30
37
31
28
29
29
28
26
31
32
36
28
37
35
29
33
32
34
31

Female
Male
Male
Female
Female
Male
Female
Male
Female
Female
Male
Female
Male
Male
Female
Male
Female
Male
Female
Male
Female
Female
Male
Male
Male
Male
Female
Female
Female
Female
Male
Male
Male
Male
Female
Female
Male
Female
Male
Female
Female
Male
Male
Male
Male
Male
Male

Other
US
US
US
Japan
South America
US
US
US
US
US
US
US
US
US
US
US
US
US
Japan
US
US
US
US
US
US
US
Other
US
South America
US
India
US
US
India
US
US
US
India
US
US
US
US
India
US
US
Europe

Yes
No
Yes
Yes
No
No
No
No
No
No
No
No
No
No
No
No
Yes
Yes
No
No
Yes
No
No
No
No
No
No
No
Yes
Yes
No
No
No
No
No
No
Yes
No
No
Yes
Yes
No
No
Yes
No
No
Yes

1031
1032
1033
1034
1035
1036
1037
1038
1039
1040
1041
1042
1043
1044
1045
1046
1047
1048
1049
1050
1051
1052
1053
1054
1055
1056
1057
1058
1059
1060
1061
1062
1063
1064
1065
1066
1067
1068
1069
1070
1071
1072
1073
1074
1075
1076
1077

36
37
36
27
34
36
38
27
27
32
32
37
28
35
29
31
29
37
34
36
40
29
32
28
28
38
36
35
30
38
38
32
29
36
32
26
39
41
30
35
33
29
30
26
33
36
33

Male
Male
Male
Male
Male
Male
Male
Female
Male
Male
Male
Male
Female
Male
Male
Male
Female
Male
Male
Male
Female
Male
Female
Male
Female
Male
Male
Female
Male
Male
Female
Male
Male
Female
Male
Female
Female
Female
Male
Male
Female
Male
Male
Male
Female
Male
Female

US
India
US
US
US
US
US
US
US
US
US
India
US
US
India
US
India
US
US
China
US
US
US
US
US
Europe
US
US
US
US
Japan
US
US
Japan
US
US
US
Europe
India
US
US
US
India
Japan
China
US
US

Yes
No
No
No
No
No
Yes
No
No
No
No
Yes
No
No
No
No
No
No
No
No
Yes
Yes
Yes
No
No
No
Yes
Yes
No
No
No
No
Yes
Yes
Yes
No
Yes
No
No
No
No
No
No
No
Yes
No
No

1078
1079
1080
1081
1082
1083
1084
1085
1086
1087
1088
1089
1090
1091
1092
1093
1094
1095
1096
1097
1098
1099
1100
1101
1102
1103
1104
1105
1106
1107
1108
1109
1110
1111
1112
1113
1114
1115
1116
1117
1118
1119
1120
1121
1122
1123
1124

36
35
26
28
33
29
37
29
32
37
31
35
36
40
35
41
30
26
35
31
28
31
34
32
35
30
27
27
34
33
28
31
35
34
27
29
30
36
29
27
35
31
33
32
29
29
37

Male
Female
Female
Male
Female
Male
Male
Female
Male
Female
Male
Female
Male
Male
Female
Female
Female
Female
Male
Female
Male
Female
Male
Male
Male
Male
Female
Male
Male
Male
Female
Male
Female
Male
Female
Female
Male
Female
Female
Male
Female
Female
Male
Female
Male
Male
Male

US
US
US
US
US
US
India
Europe
US
US
US
US
US
US
India
US
US
US
US
US
US
US
US
US
US
US
US
US
US
US
US
US
US
US
US
China
US
US
US
India
US
US
US
US
US
China
US

Yes
Yes
No
No
Yes
No
Yes
No
Yes
No
No
No
No
No
No
Yes
No
No
No
No
No
No
No
No
Yes
No
No
No
No
Yes
No
No
No
Yes
Yes
No
Yes
Yes
Yes
No
No
Yes
No
No
No
No
Yes

1125
1126
1127
1128
1129
1130
1131
1132
1133
1134
1135
1136
1137
1138
1139
1140
1141
1142
1143
1144
1145
1146
1147
1148
1149
1150
1151
1152
1153
1154
1155
1156
1157
1158
1159
1160
1161
1162
1163
1164
1165
1166
1167
1168
1169
1170
1171

38
37
28
28
28
33
31
36
33
31
29
28
31
27
41
33
29
38
33
30
30
39
30
40
33
32
28
31
32
29
35
30
29
30
30
29
28
34
33
34
28
32
31
32
39
31
30

Female
Male
Female
Male
Male
Female
Male
Female
Female
Male
Male
Female
Male
Male
Male
Female
Female
Male
Male
Female
Female
Male
Female
Female
Male
Male
Female
Female
Female
Female
Male
Male
Male
Male
Male
Female
Male
Male
Male
Female
Male
Female
Male
Male
Male
Female
Female

US
US
India
US
US
India
US
US
South America
US
US
US
US
India
US
US
US
India
India
India
US
US
US
US
South America
US
US
Japan
US
US
US
US
US
India
US
India
US
US
US
Other
Japan
US
India
India
US
US
US

No
Yes
No
No
No
No
No
No
No
No
No
No
Yes
Yes
Yes
No
No
No
No
No
No
No
No
Yes
No
No
No
No
No
Yes
No
No
No
No
Yes
No
No
No
No
No
No
Yes
No
Yes
Yes
No
No

1172
1173
1174
1175
1176
1177
1178
1179
1180
1181
1182
1183
1184
1185
1186
1187
1188
1189
1190
1191
1192
1193
1194
1195
1196
1197
1198
1199
1200
1201
1202
1203
1204
1205
1206
1207
1208
1209
1210
1211
1212
1213
1214
1215
1216
1217
1218

34
30
26
31
36
33
36
32
26
31
34
32
32
28
30
29
29
36
35
33
31
27
30
36
26
32
41
31
27
30
39
28
30
28
33
34
33
29
31
30
33
36
28
32
40
34
30

Male
Male
Male
Female
Female
Male
Female
Male
Male
Male
Male
Female
Male
Male
Male
Female
Female
Male
Male
Female
Male
Male
Male
Female
Male
Male
Female
Male
Female
Female
Male
Male
Male
Female
Male
Female
Male
Female
Male
Female
Female
Male
Male
Female
Male
Male
Male

India
US
US
India
US
US
South America
US
US
Europe
US
US
US
US
US
US
US
US
US
US
US
US
US
US
US
US
US
US
US
US
India
US
South America
US
US
US
South America
Europe
US
China
US
US
US
US
Japan
India
US

No
No
No
No
No
No
Yes
No
No
No
Yes
No
No
No
Yes
No
No
No
No
No
Yes
No
Yes
No
No
No
Yes
No
No
No
Yes
Yes
Yes
No
No
No
No
No
Yes
Yes
No
Yes
No
Yes
Yes
No
No

1219
1220
1221
1222
1223
1224
1225
1226
1227
1228
1229
1230
1231
1232
1233
1234
1235
1236
1237
1238
1239
1240
1241
1242
1243
1244
1245
1246
1247
1248
1249
1250
1251
1252
1253
1254
1255
1256
1257
1258
1259
1260
1261
1262
1263
1264
1265

33
28
34
31
33
36
36
34
37
36
29
34
30
37
32
38
29
32
34
35
36
26
35
27
29
37
33
36
37
29
35
37
35
30
29
34
36
37
39
33
30
32
30
31
37
37
40

Female
Male
Female
Female
Female
Female
Male
Female
Male
Male
Male
Male
Female
Male
Female
Female
Female
Male
Male
Female
Male
Male
Female
Male
Male
Female
Male
Female
Male
Male
Female
Male
Male
Male
Female
Male
Female
Male
Female
Male
Male
Male
Male
Male
Male
Male
Male

Japan
Other
US
US
US
Other
Japan
US
India
US
US
US
US
China
US
Other
Other
US
US
US
India
US
US
India
US
China
US
US
US
US
India
US
US
US
Other
India
US
Japan
Other
US
US
US
US
US
Other
US
US

No
No
No
No
No
No
Yes
Yes
No
Yes
No
No
No
No
Yes
Yes
No
No
Yes
Yes
No
No
No
Yes
No
Yes
No
No
No
No
No
No
Yes
No
No
No
No
Yes
Yes
No
No
Yes
No
Yes
No
Yes
No

1266
1267
1268
1269
1270
1271
1272
1273
1274
1275
1276
1277
1278
1279
1280
1281
1282
1283
1284
1285
1286
1287
1288
1289
1290
1291
1292
1293
1294
1295
1296
1297
1298
1299
1300
1301
1302
1303
1304
1305
1306
1307
1308
1309
1310
1311
1312

31
30
27
29
37
33
36
35
29
30
34
34
31
34
30
31
36
37
31
31
33
29
29
29
30
29
33
30
32
36
31
32
35
32
34
28
39
34
29
36
29
41
40
29
36
34
37

Female
Male
Female
Female
Male
Male
Male
Male
Male
Male
Male
Male
Male
Male
Male
Male
Female
Female
Female
Male
Male
Male
Female
Male
Male
Male
Male
Female
Female
Male
Female
Male
Female
Male
Male
Female
Male
Female
Male
Female
Male
Female
Male
Male
Male
Male
Male

China
US
US
US
US
Japan
South America
South America
US
India
US
India
US
US
US
US
US
China
US
US
US
India
India
China
US
US
US
India
US
Japan
US
US
US
India
US
US
US
US
India
US
India
US
Japan
US
India
US
India

No
Yes
Yes
No
Yes
No
No
Yes
Yes
No
Yes
No
No
Yes
Yes
No
No
Yes
No
No
No
No
Yes
No
No
No
No
No
No
Yes
No
Yes
Yes
No
Yes
No
Yes
Yes
No
No
Yes
No
No
No
Yes
No
No

1313
1314
1315
1316
1317
1318
1319
1320
1321
1322
1323
1324
1325
1326
1327
1328
1329
1330
1331
1332
1333
1334
1335
1336
1337
1338
1339
1340
1341
1342
1343
1344
1345
1346
1347
1348
1349
1350
1351
1352
1353
1354
1355
1356
1357
1358
1359

32
28
32
27
32
28
29
30
29
34
28
35
36
33
33
29
37
31
32
32
34
40
29
36
31
31
31
28
37
37
33
32
38
34
35
27
32
35
37
31
30
30
31
31
34
40
27

Female
Female
Male
Male
Male
Female
Female
Male
Female
Male
Female
Male
Male
Female
Male
Female
Male
Female
Female
Male
Male
Male
Male
Male
Female
Male
Male
Male
Male
Female
Female
Female
Male
Female
Female
Female
Male
Female
Male
Male
Male
Male
Male
Female
Female
Female
Male

India
US
US
US
US
US
US
US
US
US
Other
US
Japan
US
US
US
US
US
US
US
US
US
US
US
US
US
US
US
US
US
US
US
US
US
China
US
Other
US
US
US
US
US
South America
US
China
US
US

No
Yes
Yes
No
No
No
No
No
No
No
No
Yes
No
No
No
No
No
No
Yes
Yes
No
Yes
Yes
No
Yes
No
No
No
Yes
No
No
Yes
Yes
No
No
No
Yes
Yes
No
No
No
Yes
Yes
Yes
No
Yes
No

1360
1361
1362
1363
1364
1365
1366
1367
1368
1369
1370
1371
1372
1373
1374
1375
1376
1377
1378
1379
1380
1381
1382
1383
1384
1385
1386
1387
1388
1389
1390
1391
1392
1393
1394
1395
1396
1397
1398
1399
1400
1401
1402
1403
1404
1405
1406

30
32
33
38
30
33
35
34
31
32
31
32
35
32
30
29
33
36
34
28
32
32
36
36
30
31
31
28
31
34
31
31
29
35
27
30
30
31
29
32
30
38
34
33
36
29
33

Male
Male
Female
Male
Female
Female
Male
Male
Female
Male
Female
Female
Male
Male
Male
Male
Female
Female
Male
Female
Female
Female
Male
Female
Male
Male
Female
Male
Female
Male
Female
Male
Male
Male
Male
Male
Female
Female
Male
Female
Male
Female
Male
Male
Male
Male
Male

US
India
South America
China
Japan
Japan
China
US
US
US
US
US
India
Other
US
US
US
Other
India
US
US
US
US
US
US
US
US
US
US
US
US
US
US
US
India
US
US
US
Europe
US
US
US
US
Japan
Japan
US
South America

No
No
No
Yes
No
No
Yes
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
Yes
No
No
Yes
Yes
No
No
Yes
No
No
No
Yes
No
Yes
No
No
Yes
Yes
No
No
No
No
No
No
Yes

1407
1408
1409
1410
1411
1412
1413
1414
1415
1416
1417
1418
1419
1420
1421
1422
1423
1424
1425
1426
1427
1428
1429
1430
1431
1432
1433
1434
1435
1436
1437
1438
1439
1440
1441
1442
1443
1444
1445
1446
1447
1448
1449
1450
1451
1452
1453

29
26
26
33
30
31
37
32
30
32
31
28
36
29
33
29
30
32
29
39
27
30
32
27
29
30
33
28
30
29
30
32
30
35
33
34
38
30
28
33
27
29
38
35
38
30
36

Male
Male
Female
Male
Female
Male
Male
Male
Male
Female
Male
Male
Male
Female
Female
Male
Female
Male
Male
Female
Male
Male
Female
Male
Female
Female
Male
Male
Male
Male
Female
Male
Male
Female
Male
Male
Male
Female
Male
Male
Male
Male
Female
Male
Female
Female
Female

US
US
US
US
US
US
US
US
US
India
US
US
India
US
Europe
US
India
US
US
US
US
US
South America
US
US
US
US
China
US
South America
China
US
US
US
US
US
Other
US
US
US
US
US
US
US
US
US
US

No
Yes
No
No
No
No
No
Yes
No
No
No
No
Yes
No
Yes
No
No
No
No
Yes
No
Yes
No
No
No
No
Yes
No
No
No
No
Yes
No
No
No
No
No
Yes
No
No
No
No
Yes
No
Yes
No
Yes

1454
1455
1456
1457
1458
1459
1460
1461
1462
1463
1464
1465
1466
1467
1468
1469
1470
1471
1472
1473
1474
1475
1476
1477
1478
1479
1480
1481
1482
1483
1484
1485
1486
1487
1488
1489
1490
1491
1492
1493
1494
1495
1496
1497
1498
1499
1500

30
33
29
31
30
27
39
30
27
29
35
30
29
38
37
35
32
32
31
35
28
33
27
30
35
36
30
37
29
30
31
38
38
28
35
30
39
39
32
38
26
35
34
36
28
28
27

Male
Male
Female
Male
Male
Female
Male
Male
Female
Male
Male
Female
Male
Male
Female
Female
Male
Female
Male
Male
Female
Male
Male
Female
Female
Male
Male
Female
Female
Female
Male
Male
Female
Male
Female
Female
Female
Female
Male
Male
Male
Female
Female
Male
Male
Female
Male

US
US
US
US
US
China
China
Japan
US
US
US
US
US
US
US
US
US
US
India
Other
US
US
China
US
India
US
US
US
Europe
US
US
US
US
US
US
US
US
Japan
US
US
US
US
US
China
US
US
US

No
No
No
No
Yes
No
Yes
Yes
No
No
No
No
No
Yes
Yes
No
Yes
No
No
No
Yes
No
No
No
No
No
No
No
Yes
No
Yes
Yes
Yes
No
No
Yes
No
Yes
No
Yes
No
Yes
Yes
No
No
No
No

1501
1502
1503
1504
1505
1506
1507
1508
1509
1510
1511
1512
1513
1514
1515
1516
1517
1518
1519
1520
1521
1522
1523
1524
1525
1526
1527
1528
1529
1530
1531
1532
1533
1534
1535
1536
1537
1538
1539
1540
1541
1542
...

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