Statistics Data Project using Rstudio

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diamonds.csv
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carat price cut color clarity
1.5 13428 Ideal G VS2
0.84 2359 Fair I VS2
0.36 1013 Premium E VS2
0.9 2948 Premium I SI2
1.19 6937 Good E VS2
0.36 600 Ideal F SI1
0.36 587 Ideal H VS2
0.3 526 Good H VS1
0.72 2568 Ideal F VS2
0.31 571 Ideal D SI1
0.71 2265 Ideal I VS2
1.22 5761 Ideal I VS2
1.01 6041 Fair F VS2
0.4 786 Very Good F VS1
0.3 675 Premium E SI1
0.7 2011 Ideal F SI2
1.63 9504 Very Good H SI2
0.75 3192 Ideal E VS2
1.01 5119 Very Good G VS2
0.71 2326 Very Good I VS1
0.4 1066 Very Good E VVS2
1.2 8669 Premium F VS1
1.23 9574 Premium G VS1
1.83 13134 Very Good E SI2
0.32 912 Ideal F VVS1
0.34 974 Ideal G IF
1 6349 Ideal G VS1
0.6 2061 Ideal G VS1
0.32 713 Ideal D VS2
0.34 447 Very Good F SI2
0.7 2573 Ideal F SI1
0.8 2564 Very Good F SI2
1.07 5207 Ideal I VS1
0.58 1373 Very Good F SI1
0.4 672 Good G SI2
2.01 7294 Fair F I1
1.73 9271 Premium J SI1
0.41 1187 Ideal E VVS2
0.36 892 Ideal G VVS1
0.51 1562 Ideal F VS2
0.92 5028 Premium D SI1
0.33 666 Premium G VS1
1.13 9872 Ideal G VVS1
2.08 15696 Very Good H SI2
0.41 1356 Ideal F VVS1
1.56 8048 Good I SI2
0.3 789 Very Good G VVS1
1.2 6129 Premium H SI1
0.32 647 Ideal G SI1
0.3 394 Good G SI2
1 4467 Very Good H SI1
1.31 8106 Premium H VS2
1.55 9233 Ideal I VS2
0.7 2818 Premium E VS2
0.34 765 Ideal H VS1
0.3 447 Premium D SI2
0.4 690 Ideal D SI1
0.35 1044 Very Good G IF
0.31 652 Ideal G VS2
0.32 505 Premium I VS1
0.78 3454 Ideal D SI2
0.51 1687 Ideal D SI1
1.2 10053 Premium E VS1
0.34 537 Ideal I VS1
1.51 14674 Ideal G VS1
0.9 3382 Very Good I VS2
0.32 814 Ideal H IF
0.42 625 Ideal H SI2
0.75 2376 Fair D SI1
0.31 571 Premium I VVS1
0.62 3299 Ideal F VVS2
1.01 3546 Fair H SI1
2.03 16412 Very Good E SI2
1.13 4647 Premium G SI2
0.73 1802 Fair J VS1
1.59 8176 Ideal J SI1
0.56 1723 Premium D SI1
1 4295 Premium D SI2
0.7 2422 Very Good H VS1
0.52 2362 Ideal D VVS2
0.92 3323 Fair F SI1
1.25 3465 Good I SI2
1.22 8739 Premium G VS1
1.52 6982 Good J VS2
0.38 812 Premium H SI1
0.31 544 Ideal H VS1
1.2 16130 Ideal D VVS2
0.31 523 Premium I SI1
0.61 1143 Ideal J SI1
0.57 1807 Very Good E VS2
1.61 8288 Very Good E SI2
0.83 3254 Ideal F SI1
0.9 4682 Good D VS2
2.43 9716 Premium G I1
0.7 1111 Good I I1
0.33 631 Premium D SI2
0.32 720 Premium H VS1
2.18 14870 Ideal I SI2
0.92 3174 Premium H SI2
0.32 672 Very Good G VVS2
1.2 5226 Very Good J VS1
0.51 1438 Ideal E SI1
1.05 4692 Premium H SI1
0.31 707 Very Good G VVS2
0.31 698 Premium I VVS2
0.57 2290 Very Good F VVS2
1.8 9399 Ideal H SI1
0.78 3362 Ideal F SI1
2.75 15415 Premium H SI2
0.7 1848 Premium D SI2
0.72 3874 Ideal E VVS2
2.3 16329 Ideal I SI2
1.13 4936 Premium E SI2
1.01 5010 Very Good F SI1
0.7 2354 Premium D SI2
0.7 2822 Premium E VS2
0.37 649 Premium G VS2
0.38 1021 Premium D VS2
0.54 1814 Ideal F VS1
0.3 710 Ideal D VS2
0.72 2843 Ideal E VS2
1.1 4725 Ideal H SI2
0.5 1676 Ideal E VS2
0.71 2308 Ideal E SI1
1.61 9467 Good G VS2
0.3 789 Premium G VVS1
1.06 7334 Ideal F VS2
0.7 3384 Ideal G VS1
0.3 684 Premium G VVS2
0.28 642 Ideal F VVS2
0.31 802 Premium F VS2
1.01 4563 Very Good E SI1
1.1 11233 Ideal F IF
0.96 4755 Very Good F SI1
0.74 3061 Very Good H VVS1
0.53 1723 Ideal F VS2
0.34 753 Ideal D VS2
2.22 16398 Good I SI2
0.43 943 Ideal G VS1
0.31 625 Premium F VS2
0.3 694 Ideal E VS1
0.51 1265 Ideal E SI2
0.42 1388 Ideal D VS1
0.3 421 Very Good H SI1
0.34 596 Ideal G VS2
0.71 2086 Very Good G SI2
0.51 1430 Good D VS2
0.2 367 Premium E VS2
0.3 506 Premium J VS1
0.77 2889 Premium E SI1
0.32 806 Premium F VVS2
0.3 743 Ideal E VVS2
0.54 1154 Premium F SI2
0.24 526 Ideal E VVS2
0.31 949 Premium H IF
0.41 1015 Ideal D SI1
0.3 826 Ideal E VVS1
0.63 2442 Ideal G VVS2
0.33 743 Very Good E SI1
1.34 6078 Ideal H VS2
1.02 5666 Premium H VS2
0.9 3556 Very Good F SI2
2.01 17068 Premium H VS2
0.32 589 Ideal I VVS1
1.6 10824 Very Good I VS1
0.54 1239 Ideal J VVS1
0.29 607 Very Good G VVS1
0.51 1662 Ideal E VS2
0.25 525 Very Good G VVS1
1.01 4197 Premium F SI2
0.97 4915 Premium E SI1
1.09 5125 Ideal H SI1
0.57 1949 Ideal F VS1
0.52 2064 Very Good F VVS2
0.41 1243 Ideal H IF
1.62 5157 Premium J SI2
1.08 4656 Very Good E SI2
0.9 4091 Ideal E SI2
0.23 478 Very Good E VVS1
0.31 664 Ideal E VS1
0.4 704 Fair H VS2
0.7 2034 Very Good H SI2
0.48 994 Fair F SI1
0.38 873 Good F VS2
1 5600 Very Good G VS2
0.36 1042 Ideal D VVS2
0.54 1644 Ideal G VS2
0.3 675 Premium H VS1
0.42 660 Ideal D SI2
1.58 13037 Very Good G VS2
0.3 622 Very Good E VVS2
0.58 1983 Ideal F VS1
0.5 1031 Fair F SI2
2.11 12633 Premium H SI2
0.32 645 Ideal H VVS2
0.51 1859 Ideal G VVS2
0.38 853 Very Good G VVS2
1.07 5091 Premium G SI1
1.11 6241 Ideal D SI2
1.51 10012 Premium H SI1
1.56 10642 Ideal H SI1
1.5 15708 Premium F VS1
0.56 1787 Ideal F VS1
1 5174 Premium D VS2
2.51 14543 Premium H SI2
0.7 2212 Very Good G VS1
1.07 4958 Ideal I SI1
1.26 6657 Premium F SI2
0.39 787 Good G VS2
1.63 11721 Premium G SI1
0.35 984 Premium E VS2
0.55 1625 Very Good F VS2
0.33 955 Ideal F VVS1
0.3 615 Ideal F VS1
0.51 1122 Ideal I SI1
1.16 5554 Premium H SI1
0.5 1317 Ideal E SI1
1.21 4269 Good J SI2
1.87 9955 Ideal J SI1
0.31 625 Ideal F VS2
1.7 12311 Very Good I VS1
0.43 1056 Ideal G VVS2
1.44 10725 Ideal D SI1
0.42 617 Good D SI2
0.73 3005 Ideal H VVS1
1.01 4038 Ideal G SI2
0.51 1331 Ideal H SI1
0.51 1004 Ideal J SI1
0.9 3613 Fair F SI2
0.53 1601 Very Good D VS2
2.08 13038 Ideal J SI1
0.3 661 Premium D VS1
1.01 4270 Premium G SI2
0.43 1016 Premium F SI1
0.32 589 Good D SI1
1.1 10350 Ideal D VS2
0.31 523 Premium G SI2
0.35 827 Ideal D SI1
0.4 1136 Ideal J VVS1
0.47 2460 Ideal D VVS1
0.54 972 Premium H SI2
1.71 13445 Very Good H VS2
0.71 3146 Very Good F VS2
0.5 915 Ideal J VS2
0.51 1875 Ideal G VVS2
1.21 4675 Premium J VS1
0.75 3206 Premium E VS2
0.58 2238 Premium F VVS2
0.36 643 Premium D SI2
0.6 1367 Good F SI1
1.01 3294 Fair E SI2
0.78 2622 Ideal F SI2
1.52 15239 Ideal E VS2
0.5 1138 Good G SI1
0.7 2353 Ideal I VVS2
0.52 1059 Ideal F SI2
1.24 3896 Premium G SI2
0.32 886 Very Good F VVS1
0.39 1433 Ideal F IF
0.54 1356 Very Good F SI1
0.33 666 Premium G VS1
0.76 3927 Ideal G VVS2
0.33 1114 Premium G VVS1
0.33 743 Ideal E SI1
1.01 5248 Very Good F SI1
1.59 11437 Ideal H VS2
0.91 3520 Good H SI1
1.07 4491 Premium F SI2
0.39 821 Very Good F VS2
0.72 2626 Premium E VS2
1.23 5304 Premium J VS1
1 4702 Premium H SI1
0.33 802 Ideal E VVS2
1.01 8532 Premium F VVS2
1.1 9901 Very Good D VS1
0.5 1239 Ideal D SI2
0.32 648 Ideal I VS1
1.58 6813 Very Good F SI2
0.24 552 Ideal F VVS2
0.3 911 Ideal D VS2
1.5 11586 Very Good E SI1
1.25 6608 Ideal G SI1
0.35 747 Ideal E VS1
1.23 11927 Ideal F VVS2
1.05 3816 Very Good E SI2
0.31 490 Ideal F SI1
0.71 3007 Ideal G SI1
0.35 669 Very Good E VS2
0.32 720 Ideal G VS2
0.7 2362 Premium F SI2
0.7 2536 Ideal G VS2
0.33 795 Very Good G VVS1
0.32 972 Ideal D VS2
2.53 17591 Premium H SI2
0.9 3377 Premium I SI1
0.7 2699 Good H VVS2
1.24 10395 Ideal G VVS2
1.12 6052 Premium H VS2
0.33 579 Very Good E SI1
1.14 5056 Good I VS1
0.3 844 Ideal E VS2
0.44 694 Very Good J VS1
0.31 1248 Premium D IF
0.31 489 Very Good I VS1
0.32 828 Ideal G VS1
0.31 571 Premium D SI1
0.32 1044 Premium E VVS1
0.46 935 Ideal E SI2
1.59 9705 Premium E SI1
0.32 1080 Ideal G VVS1
0.51 1687 Premium D SI1
0.43 1045 Ideal H SI1
0.34 596 Ideal E SI1
0.78 1954 Premium J SI1
0.31 979 Ideal E VVS2
1.01 6825 Very Good F VS1
0.25 575 Very Good F VVS2
0.3 709 Ideal D SI1
1.67 8013 Good J SI1
0.41 827 Ideal H VS1
1.05 7063 Premium G VS1
0.54 1847 Ideal E VS2
0.73 3649 Ideal E VS2
0.71 2654 Ideal E VS2
0.31 459 Very Good F SI1
1.34 6814 Premium H SI1
0.4 622 Very Good E SI2
1 4528 Good G SI1
0.31 523 Premium I SI1
1.2 5049 Good G SI2
0.75 2719 Very Good E SI2
0.7 2111 Good E SI1
1.01 4239 Good I VS2
0.97 4504 Very Good G SI1
0.7 2230 Very Good F SI1
0.32 391 Ideal I SI2
1.56 7554 Good H SI2
1.7 12874 Very Good H VS2
0.73 2871 Very Good E SI1
0.9 4657 Premium H VVS2
1.1 5056 Premium H SI1
1.31 11136 Ideal F VS1
0.53 1421 Ideal F SI2
0.79 4092 Ideal I VVS2
0.54 2391 Good E VVS2
1 4435 Very Good E SI2
0.81 3935 Ideal E SI1
0.4 786 Good D VS2
0.82 2893 Good G SI2
1.54 9215 Premium J VVS1
0.3 658 Premium E VS2
1.47 8055 Very Good J VVS2
0.7 2677 Very Good D SI1
1.54 10349 Premium I VS1
0.77 2973 Ideal D SI2
1 6189 Good D VS2
0.59 1287 Very Good J VS2
0.7 2184 Very Good G SI1
1.1 4275 Ideal J SI1
1.25 10996 Ideal G VVS1
1.51 7864 Premium H SI2
0.52 1292 Ideal D SI2
1.01 4436 Good E SI2
1.25 4900 Ideal H SI2
0.43 774 Premium D SI1
0.3 605 Good H VVS2
1.06 5877 Ideal E SI1
0.74 2753 Good D SI1
1.58 13917 Ideal F VS2
0.5 1436 Very Good D SI1
0.31 942 Ideal E VS1
0.3 477 Ideal G SI1
0.48 969 Ideal G SI1
1.12 8202 Ideal G VS1
0.32 505 Very Good I VS1
0.3 605 Very Good G VS1
1.2 8829 Very Good F VS2
2.51 18037 Ideal I SI2
1.23 5412 Premium I SI1
0.4 931 Ideal G VVS2
0.7 2056 Premium G SI2
1.2 7190 Ideal H VS2
0.9 2438 Fair J SI1
0.39 1154 Ideal G IF
1.07 6730 Premium G VS1
0.32 561 Ideal H VS1
0.4 849 Very Good E VVS2
0.31 907 Premium G VVS2
0.72 3062 Ideal D SI1
1.07 4552 Very Good F SI2
0.41 683 Premium H SI1
0.7 3064 Ideal F VS2
0.61 2306 Premium D VS1
0.57 1309 Very Good H SI1
0.51 1845 Ideal D VS1
0.91 4642 Ideal F SI2
1.02 6158 Ideal D SI1
0.32 702 Ideal E VS2
1.51 10693 Premium F SI1
0.87 2661 Premium F SI2