summary(gapminder)## country continent year lifeExp
## Afghanistan: 12 Africa :624 Min. :1952 Min. :23.60
## Albania : 12 Americas:300 1st Qu.:1966 1st Qu.:48.20
## Algeria : 12 Asia :396 Median :1980 Median :60.71
## Angola : 12 Europe :360 Mean :1980 Mean :59.47
## Argentina : 12 Oceania : 24 3rd Qu.:1993 3rd Qu.:70.85
## Australia : 12 Max. :2007 Max. :82.60
## (Other) :1632
## pop gdpPercap
## Min. :6.001e+04 Min. : 241.2
## 1st Qu.:2.794e+06 1st Qu.: 1202.1
## Median :7.024e+06 Median : 3531.8
## Mean :2.960e+07 Mean : 7215.3
## 3rd Qu.:1.959e+07 3rd Qu.: 9325.5
## Max. :1.319e+09 Max. :113523.1
## head(gapminder)## # A tibble: 6 × 6
## country continent year lifeExp pop gdpPercap
## <fct> <fct> <int> <dbl> <int> <dbl>
## 1 Afghanistan Asia 1952 28.8 8425333 779.
## 2 Afghanistan Asia 1957 30.3 9240934 821.
## 3 Afghanistan Asia 1962 32.0 10267083 853.
## 4 Afghanistan Asia 1967 34.0 11537966 836.
## 5 Afghanistan Asia 1972 36.1 13079460 740.
## 6 Afghanistan Asia 1977 38.4 14880372 786.names(gapminder)## [1] "country" "continent" "year" "lifeExp" "pop" "gdpPercap"print(gapminder)## # A tibble: 1,704 × 6
## country continent year lifeExp pop gdpPercap
## <fct> <fct> <int> <dbl> <int> <dbl>
## 1 Afghanistan Asia 1952 28.8 8425333 779.
## 2 Afghanistan Asia 1957 30.3 9240934 821.
## 3 Afghanistan Asia 1962 32.0 10267083 853.
## 4 Afghanistan Asia 1967 34.0 11537966 836.
## 5 Afghanistan Asia 1972 36.1 13079460 740.
## 6 Afghanistan Asia 1977 38.4 14880372 786.
## 7 Afghanistan Asia 1982 39.9 12881816 978.
## 8 Afghanistan Asia 1987 40.8 13867957 852.
## 9 Afghanistan Asia 1992 41.7 16317921 649.
## 10 Afghanistan Asia 1997 41.8 22227415 635.
## # ℹ 1,694 more rowsmean(gapminder$pop)## [1] 29601212var(gapminder$pop)## [1] 1.12695e+16mean(gapminder$gdpPercap)## [1] 7215.327median(gapminder$gdpPercap)## [1] 3531.847var(gapminder$gdpPercap)## [1] 97169410mean(gapminder$lifeExp)## [1] 59.47444median(gapminder$lifeExp)## [1] 60.7125var(gapminder$lifeExp)## [1] 166.8517cor.test(gapminder$gdpPercap,gapminder$lifeExp)##
## Pearson's product-moment correlation
##
## data: gapminder$gdpPercap and gapminder$lifeExp
## t = 29.658, df = 1702, p-value < 2.2e-16
## alternative hypothesis: true correlation is not equal to 0
## 95 percent confidence interval:
## 0.5515065 0.6141690
## sample estimates:
## cor
## 0.5837062new_dataset<- gapminder[25:30,3:6, drop= FALSE] summary(new_dataset)## year lifeExp pop gdpPercap
## Min. :1952 Min. :43.08 Min. : 9279525 Min. :2449
## 1st Qu.:1958 1st Qu.:46.34 1st Qu.:10453379 1st Qu.:2667
## Median :1964 Median :49.85 Median :11880724 Median :3130
## Mean :1964 Mean :50.17 Mean :12537570 Mean :3392
## 3rd Qu.:1971 3rd Qu.:53.74 3rd Qu.:14260715 3rd Qu.:3949
## Max. :1977 Max. :58.01 Max. :17152804 Max. :4910data.frame(Population= gapminder$pop,Life_Expectancy=gapminder$lifeExp,GDP=gapminder$gdpPercap)## Population Life_Expectancy GDP
## 1 8425333 28.80100 779.4453
## 2 9240934 30.33200 820.8530
## 3 10267083 31.99700 853.1007
## 4 11537966 34.02000 836.1971
## 5 13079460 36.08800 739.9811
## 6 14880372 38.43800 786.1134
## 7 12881816 39.85400 978.0114
## 8 13867957 40.82200 852.3959
## 9 16317921 41.67400 649.3414
## 10 22227415 41.76300 635.3414
## 11 25268405 42.12900 726.7341
## 12 31889923 43.82800 974.5803
## 13 1282697 55.23000 1601.0561
## 14 1476505 59.28000 1942.2842
## 15 1728137 64.82000 2312.8890
## 16 1984060 66.22000 2760.1969
## 17 2263554 67.69000 3313.4222
## 18 2509048 68.93000 3533.0039
## 19 2780097 70.42000 3630.8807
## 20 3075321 72.00000 3738.9327
## 21 3326498 71.58100 2497.4379
## 22 3428038 72.95000 3193.0546
## 23 3508512 75.65100 4604.2117
## 24 3600523 76.42300 5937.0295
## 25 9279525 43.07700 2449.0082
## 26 10270856 45.68500 3013.9760
## 27 11000948 48.30300 2550.8169
## 28 12760499 51.40700 3246.9918
## 29 14760787 54.51800 4182.6638
## 30 17152804 58.01400 4910.4168
## 31 20033753 61.36800 5745.1602
## 32 23254956 65.79900 5681.3585
## 33 26298373 67.74400 5023.2166
## 34 29072015 69.15200 4797.2951
## 35 31287142 70.99400 5288.0404
## 36 33333216 72.30100 6223.3675
## 37 4232095 30.01500 3520.6103
## 38 4561361 31.99900 3827.9405
## 39 4826015 34.00000 4269.2767
## 40 5247469 35.98500 5522.7764
## 41 5894858 37.92800 5473.2880
## 42 6162675 39.48300 3008.6474
## 43 7016384 39.94200 2756.9537
## 44 7874230 39.90600 2430.2083
## 45 8735988 40.64700 2627.8457
## 46 9875024 40.96300 2277.1409
## 47 10866106 41.00300 2773.2873
## 48 12420476 42.73100 4797.2313
## 49 17876956 62.48500 5911.3151
## 50 19610538 64.39900 6856.8562
## 51 21283783 65.14200 7133.1660
## 52 22934225 65.63400 8052.9530
## 53 24779799 67.06500 9443.0385
## 54 26983828 68.48100 10079.0267
## 55 29341374 69.94200 8997.8974
## 56 31620918 70.77400 9139.6714
## 57 33958947 71.86800 9308.4187
## 58 36203463 73.27500 10967.2820
## 59 38331121 74.34000 8797.6407
## 60 40301927 75.32000 12779.3796
## 61 8691212 69.12000 10039.5956
## 62 9712569 70.33000 10949.6496
## 63 10794968 70.93000 12217.2269
## 64 11872264 71.10000 14526.1246
## 65 13177000 71.93000 16788.6295
## 66 14074100 73.49000 18334.1975
## 67 15184200 74.74000 19477.0093
## 68 16257249 76.32000 21888.8890
## 69 17481977 77.56000 23424.7668
## 70 18565243 78.83000 26997.9366
## 71 19546792 80.37000 30687.7547
## 72 20434176 81.23500 34435.3674
## 73 6927772 66.80000 6137.0765
## 74 6965860 67.48000 8842.5980
## 75 7129864 69.54000 10750.7211
## 76 7376998 70.14000 12834.6024
## 77 7544201 70.63000 16661.6256
## 78 7568430 72.17000 19749.4223
## 79 7574613 73.18000 21597.0836
## 80 7578903 74.94000 23687.8261
## 81 7914969 76.04000 27042.0187
## 82 8069876 77.51000 29095.9207
## 83 8148312 78.98000 32417.6077
## 84 8199783 79.82900 36126.4927
## 85 120447 50.93900 9867.0848
## 86 138655 53.83200 11635.7995
## 87 171863 56.92300 12753.2751
## 88 202182 59.92300 14804.6727
## 89 230800 63.30000 18268.6584
## 90 297410 65.59300 19340.1020
## 91 377967 69.05200 19211.1473
## 92 454612 70.75000 18524.0241
## 93 529491 72.60100 19035.5792
## 94 598561 73.92500 20292.0168
## 95 656397 74.79500 23403.5593
## 96 708573 75.63500 29796.0483
## 97 46886859 37.48400 684.2442
## 98 51365468 39.34800 661.6375
## 99 56839289 41.21600 686.3416
## 100 62821884 43.45300 721.1861
## 101 70759295 45.25200 630.2336
## 102 80428306 46.92300 659.8772
## 103 93074406 50.00900 676.9819
## 104 103764241 52.81900 751.9794
## 105 113704579 56.01800 837.8102
## 106 123315288 59.41200 972.7700
## 107 135656790 62.01300 1136.3904
## 108 150448339 64.06200 1391.2538
## 109 8730405 68.00000 8343.1051
## 110 8989111 69.24000 9714.9606
## 111 9218400 70.25000 10991.2068
## 112 9556500 70.94000 13149.0412
## 113 9709100 71.44000 16672.1436
## 114 9821800 72.80000 19117.9745
## 115 9856303 73.93000 20979.8459
## 116 9870200 75.35000 22525.5631
## 117 10045622 76.46000 25575.5707
## 118 10199787 77.53000 27561.1966
## 119 10311970 78.32000 30485.8838
## 120 10392226 79.44100 33692.6051
## 121 1738315 38.22300 1062.7522
## 122 1925173 40.35800 959.6011
## 123 2151895 42.61800 949.4991
## 124 2427334 44.88500 1035.8314
## 125 2761407 47.01400 1085.7969
## 126 3168267 49.19000 1029.1613
## 127 3641603 50.90400 1277.8976
## 128 4243788 52.33700 1225.8560
## 129 4981671 53.91900 1191.2077
## 130 6066080 54.77700 1232.9753
## 131 7026113 54.40600 1372.8779
## 132 8078314 56.72800 1441.2849
## 133 2883315 40.41400 2677.3263
## 134 3211738 41.89000 2127.6863
## 135 3593918 43.42800 2180.9725
## 136 4040665 45.03200 2586.8861
## 137 4565872 46.71400 2980.3313
## 138 5079716 50.02300 3548.0978
## 139 5642224 53.85900 3156.5105
## 140 6156369 57.25100 2753.6915
## 141 6893451 59.95700 2961.6997
## 142 7693188 62.05000 3326.1432
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## 144 9119152 65.55400 3822.1371
## 145 2791000 53.82000 973.5332
## 146 3076000 58.45000 1353.9892
## 147 3349000 61.93000 1709.6837
## 148 3585000 64.79000 2172.3524
## 149 3819000 67.45000 2860.1698
## 150 4086000 69.86000 3528.4813
## 151 4172693 70.69000 4126.6132
## 152 4338977 71.14000 4314.1148
## 153 4256013 72.17800 2546.7814
## 154 3607000 73.24400 4766.3559
## 155 4165416 74.09000 6018.9752
## 156 4552198 74.85200 7446.2988
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## 159 512764 51.52000 983.6540
## 160 553541 53.29800 1214.7093
## 161 619351 56.02400 2263.6111
## 162 781472 59.31900 3214.8578
## 163 970347 61.48400 4551.1421
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## 1405 14264935 45.00900 4725.2955
## 1406 16151549 47.98500 5487.1042
## 1407 18356657 49.95100 5768.7297
## 1408 20997321 51.92700 7114.4780
## 1409 23935810 53.69600 7765.9626
## 1410 27129932 55.52700 8028.6514
## 1411 31140029 58.16100 8568.2662
## 1412 35933379 60.83400 7825.8234
## 1413 39964159 61.88800 7225.0693
## 1414 42835005 60.23600 7479.1882
## 1415 44433622 53.36500 7710.9464
## 1416 43997828 49.33900 9269.6578
## 1417 28549870 64.94000 3834.0347
## 1418 29841614 66.66000 4564.8024
## 1419 31158061 69.69000 5693.8439
## 1420 32850275 71.44000 7993.5123
## 1421 34513161 73.06000 10638.7513
## 1422 36439000 74.39000 13236.9212
## 1423 37983310 76.30000 13926.1700
## 1424 38880702 76.90000 15764.9831
## 1425 39549438 77.57000 18603.0645
## 1426 39855442 78.77000 20445.2990
## 1427 40152517 79.78000 24835.4717
## 1428 40448191 80.94100 28821.0637
## 1429 7982342 57.59300 1083.5320
## 1430 9128546 61.45600 1072.5466
## 1431 10421936 62.19200 1074.4720
## 1432 11737396 64.26600 1135.5143
## 1433 13016733 65.04200 1213.3955
## 1434 14116836 65.94900 1348.7757
## 1435 15410151 68.75700 1648.0798
## 1436 16495304 69.01100 1876.7668
## 1437 17587060 70.37900 2153.7392
## 1438 18698655 70.45700 2664.4773
## 1439 19576783 70.81500 3015.3788
## 1440 20378239 72.39600 3970.0954
## 1441 8504667 38.63500 1615.9911
## 1442 9753392 39.62400 1770.3371
## 1443 11183227 40.87000 1959.5938
## 1444 12716129 42.85800 1687.9976
## 1445 14597019 45.08300 1659.6528
## 1446 17104986 47.80000 2202.9884
## 1447 20367053 50.33800 1895.5441
## 1448 24725960 51.74400 1507.8192
## 1449 28227588 53.55600 1492.1970
## 1450 32160729 55.37300 1632.2108
## 1451 37090298 56.36900 1993.3983
## 1452 42292929 58.55600 2602.3950
## 1453 290243 41.40700 1148.3766
## 1454 326741 43.42400 1244.7084
## 1455 370006 44.99200 1856.1821
## 1456 420690 46.63300 2613.1017
## 1457 480105 49.55200 3364.8366
## 1458 551425 52.53700 3781.4106
## 1459 649901 55.56100 3895.3840
## 1460 779348 57.67800 3984.8398
## 1461 962344 58.47400 3553.0224
## 1462 1054486 54.28900 3876.7685
## 1463 1130269 43.86900 4128.1169
## 1464 1133066 39.61300 4513.4806
## 1465 7124673 71.86000 8527.8447
## 1466 7363802 72.49000 9911.8782
## 1467 7561588 73.37000 12329.4419
## 1468 7867931 74.16000 15258.2970
## 1469 8122293 74.72000 17832.0246
## 1470 8251648 75.44000 18855.7252
## 1471 8325260 76.42000 20667.3812
## 1472 8421403 77.19000 23586.9293
## 1473 8718867 78.16000 23880.0168
## 1474 8897619 79.39000 25266.5950
## 1475 8954175 80.04000 29341.6309
## 1476 9031088 80.88400 33859.7484
## 1477 4815000 69.62000 14734.2327
## 1478 5126000 70.56000 17909.4897
## 1479 5666000 71.32000 20431.0927
## 1480 6063000 72.77000 22966.1443
## 1481 6401400 73.78000 27195.1130
## 1482 6316424 75.39000 26982.2905
## 1483 6468126 76.21000 28397.7151
## 1484 6649942 77.41000 30281.7046
## 1485 6995447 78.03000 31871.5303
## 1486 7193761 79.37000 32135.3230
## 1487 7361757 80.62000 34480.9577
## 1488 7554661 81.70100 37506.4191
## 1489 3661549 45.88300 1643.4854
## 1490 4149908 48.28400 2117.2349
## 1491 4834621 50.30500 2193.0371
## 1492 5680812 53.65500 1881.9236
## 1493 6701172 57.29600 2571.4230
## 1494 7932503 61.19500 3195.4846
## 1495 9410494 64.59000 3761.8377
## 1496 11242847 66.97400 3116.7743
## 1497 13219062 69.24900 3340.5428
## 1498 15081016 71.52700 4014.2390
## 1499 17155814 73.05300 4090.9253
## 1500 19314747 74.14300 4184.5481
## 1501 8550362 58.50000 1206.9479
## 1502 10164215 62.40000 1507.8613
## 1503 11918938 65.20000 1822.8790
## 1504 13648692 67.50000 2643.8587
## 1505 15226039 69.39000 4062.5239
## 1506 16785196 70.59000 5596.5198
## 1507 18501390 72.16000 7426.3548
## 1508 19757799 73.40000 11054.5618
## 1509 20686918 74.26000 15215.6579
## 1510 21628605 75.25000 20206.8210
## 1511 22454239 76.99000 23235.4233
## 1512 23174294 78.40000 28718.2768
## 1513 8322925 41.21500 716.6501
## 1514 9452826 42.97400 698.5356
## 1515 10863958 44.24600 722.0038
## 1516 12607312 45.75700 848.2187
## 1517 14706593 47.62000 915.9851
## 1518 17129565 49.91900 962.4923
## 1519 19844382 50.60800 874.2426
## 1520 23040630 51.53500 831.8221
## 1521 26605473 50.44000 825.6825
## 1522 30686889 48.46600 789.1862
## 1523 34593779 49.65100 899.0742
## 1524 38139640 52.51700 1107.4822
## 1525 21289402 50.84800 757.7974
## 1526 25041917 53.63000 793.5774
## 1527 29263397 56.06100 1002.1992
## 1528 34024249 58.28500 1295.4607
## 1529 39276153 60.40500 1524.3589
## 1530 44148285 62.49400 1961.2246
## 1531 48827160 64.59700 2393.2198
## 1532 52910342 66.08400 2982.6538
## 1533 56667095 67.29800 4616.8965
## 1534 60216677 67.52100 5852.6255
## 1535 62806748 68.56400 5913.1875
## 1536 65068149 70.61600 7458.3963
## 1537 1219113 38.59600 859.8087
## 1538 1357445 41.20800 925.9083
## 1539 1528098 43.92200 1067.5348
## 1540 1735550 46.76900 1477.5968
## 1541 2056351 49.75900 1649.6602
## 1542 2308582 52.88700 1532.7770
## 1543 2644765 55.47100 1344.5780
## 1544 3154264 56.94100 1202.2014
## 1545 3747553 58.06100 1034.2989
## 1546 4320890 58.39000 982.2869
## 1547 4977378 57.56100 886.2206
## 1548 5701579 58.42000 882.9699
## 1549 662850 59.10000 3023.2719
## 1550 764900 61.80000 4100.3934
## 1551 887498 64.90000 4997.5240
## 1552 960155 65.40000 5621.3685
## 1553 975199 65.90000 6619.5514
## 1554 1039009 68.30000 7899.5542
## 1555 1116479 68.83200 9119.5286
## 1556 1191336 69.58200 7388.5978
## 1557 1183669 69.86200 7370.9909
## 1558 1138101 69.46500 8792.5731
## 1559 1101832 68.97600 11460.6002
## 1560 1056608 69.81900 18008.5092
## 1561 3647735 44.60000 1468.4756
## 1562 3950849 47.10000 1395.2325
## 1563 4286552 49.57900 1660.3032
## 1564 4786986 52.05300 1932.3602
## 1565 5303507 55.60200 2753.2860
## 1566 6005061 59.83700 3120.8768
## 1567 6734098 64.04800 3560.2332
## 1568 7724976 66.89400 3810.4193
## 1569 8523077 70.00100 4332.7202
## 1570 9231669 71.97300 4876.7986
## 1571 9770575 73.04200 5722.8957
## 1572 10276158 73.92300 7092.9230
## 1573 22235677 43.58500 1969.1010
## 1574 25670939 48.07900 2218.7543
## 1575 29788695 52.09800 2322.8699
## 1576 33411317 54.33600 2826.3564
## 1577 37492953 57.00500 3450.6964
## 1578 42404033 59.50700 4269.1223
## 1579 47328791 61.03600 4241.3563
## 1580 52881328 63.10800 5089.0437
## 1581 58179144 66.14600 5678.3483
## 1582 63047647 68.83500 6601.4299
## 1583 67308928 70.84500 6508.0857
## 1584 71158647 71.77700 8458.2764
## 1585 5824797 39.97800 734.7535
## 1586 6675501 42.57100 774.3711
## 1587 7688797 45.34400 767.2717
## 1588 8900294 48.05100 908.9185
## 1589 10190285 51.01600 950.7359
## 1590 11457758 50.35000 843.7331
## 1591 12939400 49.84900 682.2662
## 1592 15283050 51.50900 617.7244
## 1593 18252190 48.82500 644.1708
## 1594 21210254 44.57800 816.5591
## 1595 24739869 47.81300 927.7210
## 1596 29170398 51.54200 1056.3801
## 1597 50430000 69.18000 9979.5085
## 1598 51430000 70.42000 11283.1779
## 1599 53292000 70.76000 12477.1771
## 1600 54959000 71.36000 14142.8509
## 1601 56079000 72.01000 15895.1164
## 1602 56179000 72.76000 17428.7485
## 1603 56339704 74.04000 18232.4245
## 1604 56981620 75.00700 21664.7877
## 1605 57866349 76.42000 22705.0925
## 1606 58808266 77.21800 26074.5314
## 1607 59912431 78.47100 29478.9992
## 1608 60776238 79.42500 33203.2613
## 1609 157553000 68.44000 13990.4821
## 1610 171984000 69.49000 14847.1271
## 1611 186538000 70.21000 16173.1459
## 1612 198712000 70.76000 19530.3656
## 1613 209896000 71.34000 21806.0359
## 1614 220239000 73.38000 24072.6321
## 1615 232187835 74.65000 25009.5591
## 1616 242803533 75.02000 29884.3504
## 1617 256894189 76.09000 32003.9322
## 1618 272911760 76.81000 35767.4330
## 1619 287675526 77.31000 39097.0995
## 1620 301139947 78.24200 42951.6531
## 1621 2252965 66.07100 5716.7667
## 1622 2424959 67.04400 6150.7730
## 1623 2598466 68.25300 5603.3577
## 1624 2748579 68.46800 5444.6196
## 1625 2829526 68.67300 5703.4089
## 1626 2873520 69.48100 6504.3397
## 1627 2953997 70.80500 6920.2231
## 1628 3045153 71.91800 7452.3990
## 1629 3149262 72.75200 8137.0048
## 1630 3262838 74.22300 9230.2407
## 1631 3363085 75.30700 7727.0020
## 1632 3447496 76.38400 10611.4630
## 1633 5439568 55.08800 7689.7998
## 1634 6702668 57.90700 9802.4665
## 1635 8143375 60.77000 8422.9742
## 1636 9709552 63.47900 9541.4742
## 1637 11515649 65.71200 10505.2597
## 1638 13503563 67.45600 13143.9510
## 1639 15620766 68.55700 11152.4101
## 1640 17910182 70.19000 9883.5846
## 1641 20265563 71.15000 10733.9263
## 1642 22374398 72.14600 10165.4952
## 1643 24287670 72.76600 8605.0478
## 1644 26084662 73.74700 11415.8057
## 1645 26246839 40.41200 605.0665
## 1646 28998543 42.88700 676.2854
## 1647 33796140 45.36300 772.0492
## 1648 39463910 47.83800 637.1233
## 1649 44655014 50.25400 699.5016
## 1650 50533506 55.76400 713.5371
## 1651 56142181 58.81600 707.2358
## 1652 62826491 62.82000 820.7994
## 1653 69940728 67.66200 989.0231
## 1654 76048996 70.67200 1385.8968
## 1655 80908147 73.01700 1764.4567
## 1656 85262356 74.24900 2441.5764
## 1657 1030585 43.16000 1515.5923
## 1658 1070439 45.67100 1827.0677
## 1659 1133134 48.12700 2198.9563
## 1660 1142636 51.63100 2649.7150
## 1661 1089572 56.53200 3133.4093
## 1662 1261091 60.76500 3682.8315
## 1663 1425876 64.40600 4336.0321
## 1664 1691210 67.04600 5107.1974
## 1665 2104779 69.71800 6017.6548
## 1666 2826046 71.09600 7110.6676
## 1667 3389578 72.37000 4515.4876
## 1668 4018332 73.42200 3025.3498
## 1669 4963829 32.54800 781.7176
## 1670 5498090 33.97000 804.8305
## 1671 6120081 35.18000 825.6232
## 1672 6740785 36.98400 862.4421
## 1673 7407075 39.84800 1265.0470
## 1674 8403990 44.17500 1829.7652
## 1675 9657618 49.11300 1977.5570
## 1676 11219340 52.92200 1971.7415
## 1677 13367997 55.59900 1879.4967
## 1678 15826497 58.02000 2117.4845
## 1679 18701257 60.30800 2234.8208
## 1680 22211743 62.69800 2280.7699
## 1681 2672000 42.03800 1147.3888
## 1682 3016000 44.07700 1311.9568
## 1683 3421000 46.02300 1452.7258
## 1684 3900000 47.76800 1777.0773
## 1685 4506497 50.10700 1773.4983
## 1686 5216550 51.38600 1588.6883
## 1687 6100407 51.82100 1408.6786
## 1688 7272406 50.82100 1213.3151
## 1689 8381163 46.10000 1210.8846
## 1690 9417789 40.23800 1071.3538
## 1691 10595811 39.19300 1071.6139
## 1692 11746035 42.38400 1271.2116
## 1693 3080907 48.45100 406.8841
## 1694 3646340 50.46900 518.7643
## 1695 4277736 52.35800 527.2722
## 1696 4995432 53.99500 569.7951
## 1697 5861135 55.63500 799.3622
## 1698 6642107 57.67400 685.5877
## 1699 7636524 60.36300 788.8550
## 1700 9216418 62.35100 706.1573
## 1701 10704340 60.37700 693.4208
## 1702 11404948 46.80900 792.4500
## 1703 11926563 39.98900 672.0386
## 1704 12311143 43.48700 469.7093summary(new_dataset)## year lifeExp pop gdpPercap
## Min. :1952 Min. :43.08 Min. : 9279525 Min. :2449
## 1st Qu.:1958 1st Qu.:46.34 1st Qu.:10453379 1st Qu.:2667
## Median :1964 Median :49.85 Median :11880724 Median :3130
## Mean :1964 Mean :50.17 Mean :12537570 Mean :3392
## 3rd Qu.:1971 3rd Qu.:53.74 3rd Qu.:14260715 3rd Qu.:3949
## Max. :1977 Max. :58.01 Max. :17152804 Max. :4910gapminder[c("lifeExp","gdpPercap")]## # A tibble: 1,704 × 2
## lifeExp gdpPercap
## <dbl> <dbl>
## 1 28.8 779.
## 2 30.3 821.
## 3 32.0 853.
## 4 34.0 836.
## 5 36.1 740.
## 6 38.4 786.
## 7 39.9 978.
## 8 40.8 852.
## 9 41.7 649.
## 10 41.8 635.
## # ℹ 1,694 more rowsinstall.packages(“dplyr”) install.packages(“starwars) ?mutate