Analyzing the data using R programming using random Forest Model.

profileGmanisha@94
TX_Housing.xlsx
Home>Computer Science homework help>Analyzing the data using R programming using random Forest Model.

Sheet1

Date Sales Dollar_Volume Ave_Price Median_Price Total_Listings Months_In_Inventory
Jan-90 7,741 655,670,441 84,701 62,914 93,041 12
Feb-90 6,200 530,013,200 85,486 68,783 102,099 14.6
Mar-90 8,545 727,418,760 85,128 68,783 104,780 14
Apr-90 8,245 708,229,010 85,898 68,490 106,347 13.8
May-90 9,309 811,502,766 87,174 68,294 106,866 13.3
Jun-90 9,793 871,341,968 88,976 72,500 109,794 13.2
Jul-90 10,117 898,875,216 88,848 71,424 107,657 12.6
Aug-90 11,161 1,000,170,693 89,613 71,131 104,195 11.7
Sep-90 8,270 707,093,270 85,501 69,859 106,666 12.1
Oct-90 8,557 691,876,235 80,855 66,925 104,673 11.9
Nov-90 8,112 656,049,888 80,874 62,425 96,440 11
Dec-90 7,294 610,245,216 83,664 67,316 91,204 10.6
Jan-91 5,917 493,744,065 83,445 66,827 96,285 11.4
Feb-91 6,242 491,601,194 78,757 69,175 98,172 11.6
Mar-91 7,862 671,076,734 85,357 69,468 99,905 11.9
Apr-91 8,554 747,439,966 87,379 68,685 100,899 12
May-91 10,533 958,734,726 91,022 73,185 101,772 11.9
Jun-91 10,494 953,128,044 90,826 74,261 102,425 11.9
Jul-91 10,216 942,558,808 92,263 75,142 101,933 11.9
Aug-91 10,556 947,992,136 89,806 71,229 96,247 11.3
Sep-91 8,645 759,463,250 87,850 74,946 94,510 11
Oct-91 8,267 718,261,761 86,883 70,251 93,878 11
Nov-91 8,069 662,666,625 82,125 69,761 88,745 10.4
Dec-91 7,434 677,326,608 91,112 73,087 83,843 9.8
Jan-92 5,989 509,981,317 85,153 70,935 88,699 10.3
Feb-92 6,444 595,116,288 92,352 73,870 90,536 10.5
Mar-92 9,538 878,840,858 92,141 75,142 89,819 10.3
Apr-92 9,473 880,032,227 92,899 75,337 96,665 11
May-92 9,974 929,985,734 93,241 76,022 97,247 11.1
Jun-92 11,052 1,035,716,076 93,713 74,555 97,290 11
Jul-92 10,802 992,811,820 91,910 76,609 97,424 11
Aug-92 10,640 1,010,800,000 95,000 77,000 94,680 10.7
Sep-92 9,765 888,107,220 90,948 76,315 93,259 10.4
Oct-92 9,004 823,956,040 91,510 75,924 90,797 10.1
Nov-92 8,632 776,862,736 89,998 76,315 88,024 9.7
Dec-92 9,517 873,232,335 91,755 75,924 81,398 8.8
Jan-93 6,557 600,844,138 91,634 73,772 85,543 9.2
Feb-93 7,341 661,923,288 90,168 73,185 87,927 9.4
Mar-93 8,943 840,168,021 93,947 77,000 90,028 9.7
Apr-93 9,428 909,764,288 96,496 77,489 92,618 10
May-93 10,530 1,043,691,480 99,116 79,348 92,711 9.9
Jun-93 12,590 1,291,948,030 102,617 80,424 92,234 9.7
Jul-93 11,971 1,222,035,593 102,083 80,424 91,002 9.5
Aug-93 12,327 1,217,143,326 98,738 79,641 89,737 9.2
Sep-93 10,779 1,036,842,789 96,191 77,391 87,189 8.9
Oct-93 10,023 985,140,624 98,288 78,565 86,651 8.8
Nov-93 9,562 951,744,108 99,534 80,130 84,651 8.5
Dec-93 10,698 1,055,625,150 98,675 79,054 78,896 7.8
Jan-94 7,233 701,608,233 97,001 76,413 81,245 8
Feb-94 7,711 757,983,589 98,299 79,054 77,655 7.7
Mar-94 11,646 1,173,369,438 100,753 80,130 80,003 7.7
Apr-94 11,374 1,143,837,684 100,566 80,228 81,659 7.7
May-94 12,248 1,231,609,888 100,556 80,815 84,028 7.9
Jun-94 13,064 1,347,225,000 103,125 82,576 83,610 7.8
Jul-94 11,951 1,236,091,930 103,430 82,478 84,816 7.9
Aug-94 12,838 1,347,681,888 104,976 81,402 84,761 7.9
Sep-94 10,621 1,049,333,558 98,798 79,935 82,629 7.7
Oct-94 9,514 935,530,648 98,332 79,152 80,988 7.6
Nov-94 8,916 883,379,448 99,078 78,565 77,842 7.3
Dec-94 9,409 965,476,308 102,612 79,641 77,311 7.3
Jan-95 6,593 662,642,651 100,507 76,120 80,883 7.7
Feb-95 7,237 718,757,129 99,317 78,761 83,910 8
Mar-95 9,841 984,956,167 100,087 78,663 87,416 8.5
Apr-95 8,768 862,183,744 98,333 78,174 86,048 8.5
May-95 12,004 1,220,014,536 101,634 80,620 87,055 8.7
Jun-95 13,241 1,390,940,568 105,048 84,435 84,846 8.4
Jul-95 12,624 1,329,244,080 105,295 84,532 87,705 8.7
Aug-95 14,162 1,505,250,656 106,288 84,532 88,589 8.6
Sep-95 11,056 1,148,176,656 103,851 82,869 87,557 8.5
Oct-95 10,836 1,112,087,844 102,629 81,402 86,075 8.3
Nov-95 9,984 1,029,290,496 103,094 83,261 84,324 8
Dec-95 9,933 1,043,908,635 105,095 83,065 78,985 7.5
Jan-96 7,779 820,544,478 105,482 83,750 84,044 7.9
Feb-96 9,301 975,833,017 104,917 84,435 88,128 8.2
Mar-96 12,094 1,291,179,628 106,762 85,608 88,969 8.1
Apr-96 12,687 1,353,791,709 106,707 85,315 91,203 8.1
May-96 14,509 1,603,288,027 110,503 86,293 93,955 8.2
Jun-96 13,782 1,563,981,360 113,480 89,130 94,818 8.2
Jul-96 14,694 1,648,931,292 112,218 88,152 95,291 8.1
Aug-96 14,459 1,587,395,774 109,786 86,880 95,607 8.1
Sep-96 11,454 1,236,676,926 107,969 85,706 95,404 8.1
Oct-96 11,316 1,234,711,392 109,112 86,195 91,857 7.8
Nov-96 10,031 1,093,248,597 108,987 86,195 90,332 7.6
Dec-96 10,834 1,215,271,448 112,172 87,760 84,705 7.1
Jan-97 8,022 889,447,272 110,876 85,706 86,207 7.2
Feb-97 9,277 1,012,120,700 109,100 86,782 88,908 7.5
Mar-97 11,746 1,323,633,248 112,688 87,663 90,589 7.6
Apr-97 12,351 1,392,797,568 112,768 87,565 92,569 7.8
May-97 14,387 1,670,891,793 116,139 90,402 94,600 8
Jun-97 14,841 1,771,050,735 119,335 93,336 92,460 7.7
Jul-97 15,982 1,902,561,208 119,044 93,532 93,348 7.7
Aug-97 15,286 1,822,717,926 119,241 92,260 91,312 7.5
Sep-97 13,421 1,566,056,227 116,687 91,771 89,266 7.3
Oct-97 13,283 1,555,665,111 117,117 90,793 84,956 6.8
Nov-97 10,710 1,251,966,870 116,897 91,575 82,287 6.6
Dec-97 12,555 1,526,499,675 121,585 94,608 79,749 6.3
Jan-98 9,062 1,030,847,810 113,755 89,521 80,753 6.3
Feb-98 11,213 1,311,393,989 116,953 92,162 81,052 6.3
Mar-98 15,186 1,808,470,368 119,088 93,532 81,969 6.2
Apr-98 15,213 1,817,892,648 119,496 93,630 81,569 6.1
May-98 16,504 2,098,153,520 127,130 97,836 80,716 5.9
Jun-98 18,630 2,416,515,930 129,711 99,988 79,868 5.7
Jul-98 18,735 2,423,259,840 129,344 99,108 81,867 5.8
Aug-98 17,044 2,133,141,820 125,155 97,836 75,714 5.3
Sep-98 14,519 1,762,911,499 121,421 95,390 79,648 5.5
Oct-98 13,871 1,698,018,465 122,415 95,390 76,254 5.3
Nov-98 12,983 1,573,422,753 121,191 95,488 72,537 5
Dec-98 14,219 1,778,839,557 125,103 97,151 72,659 4.9
Jan-99 10,106 1,230,233,698 121,733 93,630 72,164 4.9
Feb-99 12,285 1,522,934,595 123,967 96,760 72,136 4.8
Mar-99 16,779 2,118,499,761 126,259 98,227 76,823 5.1
Apr-99 16,478 2,104,537,204 127,718 98,521 78,530 5.2
May-99 17,621 2,323,117,398 131,838 102,727 79,732 5.2
Jun-99 20,705 2,877,228,915 138,963 106,542 80,964 5.2
Jul-99 19,395 2,589,969,510 133,538 104,097 80,875 5.2
Aug-99 18,729 2,468,332,368 131,792 101,455 80,737 5.2
Sep-99 15,805 2,044,977,340 129,388 100,673 79,764 5.1
Oct-99 14,498 1,870,676,940 129,030 99,010 78,622 5
Nov-99 13,895 1,850,633,365 133,187 101,260 77,193 4.9
Dec-99 14,893 2,012,922,987 135,159 102,434 73,987 4.6
Jan-00 10,108 1,377,639,536 136,292 102,727 76,194 4.8
Feb-00 13,858 1,906,888,516 137,602 103,705 76,665 4.8
Mar-00 17,751 2,490,376,545 140,295 106,640 75,594 4.7
Apr-00 16,141 2,301,012,537 142,557 109,770 77,152 4.8
May-00 19,627 2,859,104,344 145,672 112,216 80,623 5
Jun-00 20,521 3,068,176,794 149,514 116,128 80,543 5
Jul-00 18,573 2,752,295,724 148,188 116,715 83,193 5.1
Aug-00 19,667 2,873,053,695 146,085 111,629 83,195 5.1
Sep-00 15,895 2,335,897,410 146,958 113,781 83,496 5.1
Oct-00 15,325 2,240,407,725 146,193 112,118 86,289 5.3
Nov-00 14,105 2,057,214,250 145,850 113,585 83,915 5.1
Dec-00 13,997 2,085,860,934 149,022 115,444 79,447 4.9
Jan-01 11,271 1,567,548,138 139,078 109,281 83,451 5.1
Feb-01 13,793 2,007,612,529 145,553 114,074 85,291 5.2
Mar-01 18,134 2,661,817,324 146,786 115,835 87,723 5.3
Apr-01 17,391 2,566,233,351 147,561 117,791 92,315 5.6
May-01 20,238 3,035,983,332 150,014 119,259 95,410 5.8
Jun-01 21,155 3,307,034,220 156,324 124,345 94,528 5.7
Jul-01 20,313 3,159,321,516 155,532 123,661 96,991 5.8
Aug-01 20,496 3,103,955,232 151,442 120,530 95,500 5.7
Sep-01 15,344 2,251,394,432 146,728 118,183 93,020 5.5
Oct-01 15,445 2,162,361,780 140,004 113,879 96,518 5.7
Nov-01 15,003 2,178,600,633 145,211 119,063 92,387 5.5
Dec-01 15,501 2,358,632,160 152,160 123,074 86,160 5.1
Jan-02 12,747 1,846,237,239 144,837 117,204 89,692 5.2
Feb-02 14,807 2,208,997,102 149,186 121,606 90,140 5.2
Mar-02 17,241 2,656,613,967 154,087 122,389 92,478 5.4
Apr-02 18,616 2,839,070,312 152,507 121,509 94,690 5.5
May-02 21,053 3,310,942,151 157,267 124,639 100,910 5.8
Jun-02 19,901 3,175,662,273 159,573 127,573 102,667 6
Jul-02 20,446 3,228,730,090 157,915 125,715 104,904 6.1
Aug-02 19,917 3,074,388,120 154,360 124,248 106,245 6.2
Sep-02 16,532 2,498,216,648 151,114 123,367 106,583 6.2
Oct-02 16,758 2,540,965,266 151,627 121,900 105,988 6.1
Nov-02 14,560 2,221,157,120 152,552 123,856 102,602 5.9
Dec-02 16,860 2,703,669,600 160,360 127,671 100,739 5.8
Jan-03 12,720 1,862,653,200 146,435 120,237 107,171 6.1
Feb-03 14,204 2,128,980,744 149,886 123,172 107,102 6.2
Mar-03 18,059 2,765,573,319 153,141 124,052 110,931 6.4
Apr-03 18,228 2,812,726,224 154,308 125,226 113,782 6.5
May-03 20,872 3,295,480,080 157,890 126,693 116,555 6.7
Jun-03 21,878 3,593,964,694 164,273 132,856 119,336 6.8
Jul-03 22,754 3,767,083,978 165,557 132,562 119,878 6.7
Aug-03 22,971 3,697,067,595 160,945 130,899 119,718 6.6
Sep-03 19,921 3,139,131,259 157,579 126,204 120,151 6.6
Oct-03 18,779 2,927,815,111 155,909 122,878 117,120 6.3
Nov-03 14,972 2,382,164,976 159,108 124,052 113,784 6.1
Dec-03 18,857 3,102,674,209 164,537 128,552 111,587 6
Jan-04 13,024 1,944,079,456 149,269 119,650 117,549 6.3
Feb-04 15,973 2,482,922,985 155,445 123,954 119,949 6.4
Mar-04 21,131 3,339,796,812 158,052 125,030 122,160 6.4
Apr-04 22,312 3,609,657,672 161,781 127,476 125,127 6.4
May-04 23,145 3,849,059,790 166,302 130,899 128,193 6.5
Jun-04 26,022 4,486,921,416 172,428 134,714 127,678 6.4
Jul-04 25,011 4,150,725,516 165,956 131,878 129,361 6.4
Aug-04 24,381 4,027,375,485 165,185 130,704 128,041 6.3
Sep-04 20,515 3,338,672,645 162,743 128,943 126,423 6.2
Oct-04 19,511 3,128,647,383 160,353 127,378 126,536 6.2
Nov-04 18,376 2,955,044,560 160,810 127,573 120,468 5.8
Dec-04 20,979 3,498,479,019 166,761 131,095 115,906 5.6
Jan-05 14,354 2,256,879,420 157,230 124,639 124,117 5.9
Feb-05 17,355 2,824,560,960 162,752 129,628 127,061 6
Mar-05 23,361 3,892,947,123 166,643 130,802 129,495 6.1
Apr-05 23,849 4,004,914,872 167,928 131,486 130,306 6.1
May-05 26,732 4,641,263,304 173,622 135,399 132,336 6.1
Jun-05 28,849 5,160,595,667 178,883 138,823 127,247 5.8
Jul-05 27,221 4,826,473,847 177,307 139,018 129,298 5.8
Aug-05 28,512 5,006,507,616 175,593 138,138 125,288 5.6
Sep-05 23,126 4,026,722,246 174,121 138,138 122,221 5.4
Oct-05 21,672 3,766,810,320 173,810 136,280 120,730 5.3
Nov-05 20,491 3,638,853,253 177,583 139,508 116,757 5.1
Dec-05 22,127 3,987,440,289 180,207 140,877 110,796 4.8
Jan-06 16,276 2,760,718,844 169,619 133,736 116,763 5
Feb-06 20,100 3,505,279,200 174,392 136,182 116,693 5
Mar-06 27,413 4,862,956,548 177,396 137,942 121,517 5.1
Apr-06 24,666 4,400,069,076 178,386 139,214 125,396 5.2
May-06 29,903 5,607,649,784 187,528 144,496 127,023 5.2
Jun-06 32,739 6,304,451,013 192,567 148,311 129,399 5.3
Jul-06 28,724 5,419,270,908 188,667 146,746 134,230 5.4
Aug-06 30,402 5,646,259,440 185,720 144,594 134,124 5.4
Sep-06 24,994 4,461,304,030 178,495 139,899 134,941 5.4
Oct-06 23,805 4,222,197,630 177,366 138,823 133,407 5.3
Nov-06 22,099 3,996,449,457 180,843 140,975 129,512 5.1
Dec-06 23,641 4,417,628,183 186,863 144,399 121,879 4.8
Jan-07 17,379 3,052,308,528 175,632 136,964 125,189 4.9
Feb-07 20,448 3,694,319,712 180,669 139,508 128,304 5
Mar-07 26,279 4,933,041,322 187,718 143,323 135,376 5.3
Apr-07 25,294 4,833,835,164 191,106 144,986 142,471 5.6
May-07 29,497 5,761,295,046 195,318 147,725 148,583 5.8
Jun-07 29,714 6,009,418,788 202,242 153,398 150,515 6
Jul-07 28,516 5,591,474,312 196,082 150,659 155,222 6.2
Aug-07 28,874 5,730,796,024 198,476 151,148 151,038 6
Sep-07 20,488 3,866,515,848 188,721 145,475 153,206 6.2
Oct-07 21,132 3,903,397,380 184,715 142,247 151,024 6.2
Nov-07 19,847 3,745,525,840 188,720 143,518 145,668 6
Dec-07 19,310 3,728,761,000 193,100 146,159 140,026 5.9
Jan-08 15,023 2,683,243,007 178,609 137,649 144,754 6.1
Feb-08 18,552 3,387,242,712 182,581 141,366 147,912 6.3
Mar-08 21,359 4,027,602,553 188,567 145,572 152,082 6.6
Apr-08 22,593 4,285,530,612 189,684 145,572 153,979 6.7
May-08 24,980 4,909,594,180 196,541 149,290 157,333 7
Jun-08 25,324 5,128,084,676 202,499 153,300 155,825 7
Jul-08 24,599 4,901,670,537 199,263 151,540 154,539 7.1
Aug-08 23,411 4,645,187,209 198,419 150,170 151,606 7.1
Sep-08 18,552 3,458,779,224 186,437 143,714 147,886 7
Oct-08 17,476 3,214,570,392 183,942 141,171 144,383 6.9
Nov-08 13,215 2,347,539,030 177,642 136,182 140,462 6.9
Dec-08 16,582 2,995,057,422 180,621 139,508 131,084 6.5
Jan-09 11,121 1,833,041,067 164,827 130,899 133,370 6.7
Feb-09 13,847 2,397,081,864 173,112 137,160 135,710 7
Mar-09 17,345 3,058,079,605 176,309 138,529 138,258 7.2
Apr-09 17,733 3,148,600,548 177,556 141,757 137,928 7.4
May-09 19,790 3,745,297,080 189,252 148,018 138,057 7.6
Jun-09 22,693 4,464,371,197 196,729 153,692 135,909 7.5
Jul-09 23,335 4,485,197,015 192,209 151,931 136,497 7.6
Aug-09 20,634 3,921,429,798 190,047 148,703 134,546 7.6
Sep-09 19,374 3,562,704,234 183,891 146,355 131,293 7.4
Oct-09 20,272 3,626,376,992 178,886 141,660 129,058 7.2
Nov-09 18,710 3,354,572,030 179,293 141,268 127,116 6.9
Dec-09 16,914 3,220,053,492 190,378 143,225 121,667 6.6
Jan-10 10,797 1,903,489,506 176,298 135,888 127,713 6.9
Feb-10 13,781 2,473,331,194 179,474 139,997 131,375 7.1
Mar-10 20,465 3,765,171,165 183,981 142,833 138,366 7.4
Apr-10 22,893 4,213,410,864 184,048 145,475 139,065 7.3
May-10 23,812 4,477,632,292 188,041 146,844 146,389 7.5
Jun-10 22,864 4,604,055,088 201,367 150,953 152,451 7.8
Jul-10 17,336 3,552,354,432 204,912 153,007 155,243 8.2
Aug-10 17,831 3,523,690,896 197,616 151,735 153,348 8.2
Sep-10 16,050 3,039,613,200 189,384 145,572 149,686 8.1
Oct-10 14,990 2,813,548,050 187,695 143,518 144,963 8
Nov-10 14,398 2,770,405,568 192,416 145,083 140,087 7.9
Dec-10 16,423 3,289,444,785 200,295 149,485 133,433 7.6
Jan-11 11,460 2,073,925,047 180,971 137,500 134,491 7.7
Feb-11 12,781 2,407,816,231 188,390 144,000 135,763 7.8
Mar-11 18,494 3,512,438,396 189,923 142,000 140,110 8.1
Apr-11 18,970 3,603,009,566 189,932 144,000 138,162 8.1
May-11 20,478 4,049,584,359 197,753 148,500 142,569 8.5
Jun-11 22,849 4,628,617,000 202,574 151,000 141,752 8.4
Jul-11 20,391 4,051,200,356 198,676 150,000 138,981 8.1
Aug-11 22,121 4,343,437,032 196,349 150,000 133,618 7.6
Sep-11 18,639 3,549,659,083 190,443 147,000 130,359 7.4
Oct-11 16,527 3,117,652,839 188,640 145,000 126,293 7.1
Nov-11 15,647 2,919,986,238 186,616 145,000 120,860 6.8
Dec-11 17,257 3,365,627,890 195,030 149,500 112,520 6.3
Jan-12 12,609 2,251,150,796 178,535 137,000 113,194 6.3
Feb-12 15,482 2,887,166,258 186,485 145,000 114,470 6.3
Mar-12 20,041 3,983,117,414 198,748 152,000 115,830 6.3
Apr-12 20,771 4,229,928,617 203,646 154,500 117,606 6.3
May-12 24,364 5,182,776,966 212,723 160,000 118,533 6.3
Jun-12 25,498 5,467,716,898 214,437 163,000 118,717 6.2
Jul-12 24,265 5,105,772,669 210,417 161,625 118,104 6.1
Aug-12 25,955 5,339,037,706 205,704 159,000 114,239 5.8
Sep-12 20,095 4,043,873,776 201,238 157,400 111,268 5.6
Oct-12 21,007 4,214,220,530 200,610 155,000 107,223 5.3
Nov-12 19,147 3,902,308,224 203,808 157,000 102,906 5
Dec-12 19,517 4,156,384,510 212,962 160,000 95,548 4.6
Jan-13 15,657 2,951,766,347 188,527 148,000 95,398 4.5
Feb-13 17,565 3,501,410,232 199,340 155,000 97,222 4.6
Mar-13 23,531 4,999,616,094 212,469 162,120 96,559 4.5
Apr-13 25,852 5,855,472,969 226,500 169,900 97,069 4.4
May-13 29,755 6,852,926,550 230,312 175,000 97,922 4.4
Jun-13 28,272 6,676,955,467 236,168 179,000 99,990 4.4
Jul-13 30,204 7,023,070,171 232,521 178,000 101,635 4.4
Aug-13 29,651 6,769,423,126 228,303 175,000 101,027 4.3
Sep-13 24,067 5,311,532,155 220,698 170,000 99,269 4.2
Oct-13 22,786 4,967,645,811 218,013 169,000 97,344 4.1
Nov-13 19,769 4,372,008,895 221,155 169,000 93,234 3.9
Dec-13 21,549 4,946,102,438 229,528 173,100 87,367 3.6
Jan-14 15,907 3,334,961,093 209,654 162,500 87,154 3.6
Feb-14 18,603 4,155,894,307 223,399 172,000 88,727 3.7
Mar-14 23,306 5,355,396,879 229,786 176,000 89,541 3.7
Apr-14 25,513 5,992,032,007 234,862 178,200 91,857 3.8
May-14 28,929 7,078,786,848 244,695 185,000 94,744 3.9
Jun-14 30,398 7,548,774,152 248,331 190,000 97,167 4
Jul-14 30,124 7,361,191,861 244,363 189,000 98,643 4.1
Aug-14 29,153 6,999,431,529 240,093 186,000 97,268 4
Sep-14 25,649 6,062,961,264 236,382 182,500 94,541 3.9
Oct-14 25,627 5,993,128,541 233,860 179,900 92,448 3.8
Nov-14 20,159 4,749,248,063 235,589 182,000 87,690 3.6
Dec-14 24,381 5,972,480,513 244,965 189,000 82,137 3.3
Jan-15 16,376 3,728,659,323 227,690 177,000 80,997 3.3
Feb-15 18,775 4,413,017,124 235,048 185,000 82,024 3.3
Mar-15 25,508 6,223,597,508 243,986 189,000 82,936 3.3
Apr-15 26,513 6,595,454,230 248,763 193,000 86,700 3.4
May-15 28,814 7,466,010,748 259,111 201,925 89,502 3.6
Jun-15 32,244 8,472,512,544 262,762 205,000 93,226 3.7
Jul-15 33,052 8,478,813,791 256,530 201,000 98,603 3.9
Aug-15 30,332 7,639,021,818 251,847 200,000 96,959 3.8
Sep-15 27,577 6,730,847,952 244,075 195,000 96,896 3.8
Oct-15 24,907 6,079,268,114 244,079 190,000 95,033 3.7
Nov-15 19,737 4,795,410,916 242,966 191,450 91,113 3.5
Dec-15 25,767 6,542,930,632 253,927 200,000 83,123 3.2
Jan-16 17,261 4,063,119,148 235,393 188,500 85,292 3.3
Feb-16 20,566 4,943,446,084 240,370 193,500 87,116 3.3
Mar-16 27,359 6,847,562,477 250,286 200,000 90,193 3.4
Apr-16 27,782 7,087,444,267 255,109 205,000 92,261 3.5
May-16 30,759 8,180,728,246 265,962 215,000 93,778 3.5
Jun-16 33,187 9,034,097,946 272,218 220,000 98,279 3.7
Jul-16 30,161 7,934,177,181 263,061 215,000 101,244 3.9
Aug-16 32,618 8,594,782,983 263,498 214,000 100,254 3.8
Sep-16 28,351 7,317,232,752 258,094 209,899 98,917 3.7
Oct-16 25,307 6,544,748,259 258,614 209,000 96,975 3.6
Nov-16 23,868 6,268,841,664 262,646 213,000 92,581 3.4
Dec-16 26,113 6,963,047,833 266,651 215,685 84,946 3.2
Jan-17 18,051 4,569,913,845 253,167 202,500 86,217 3.2
Feb-17 21,079 5,502,219,948 261,029 213,000 87,822 3.2
Mar-17 29,199 7,854,057,404 268,984 218,000 93,434 3.4
Apr-17 27,662 7,496,751,382 271,013 222,000 96,877 3.6
May-17 33,738 9,529,074,485 282,443 228,000 101,264 3.7
Jun-17 35,443 10,135,629,744 285,970 230,000 107,406 3.9
Jul-17 31,510 8,826,031,325 280,103 226,000 109,859 4
Aug-17 30,823 8,473,360,592 274,904 226,000 108,226 3.9
Sep-17 28,285 7,592,805,007 268,439 222,000 103,705 3.8
Oct-17 26,953 7,169,015,644 265,982 219,000 100,439 3.6
Nov-17 25,703 6,924,275,808 269,396 220,000 95,260 3.4
Dec-17 27,719 7,720,766,446 278,537 227,500 84,758 3
Jan-18 18,964 4,897,270,049 258,240 215,500 85,393 3
Feb-18 22,118 5,962,629,039 269,583 224,500 86,018 3.1
Mar-18 29,120 8,155,647,582 280,070 229,992 90,437 3.2
Apr-18 30,103 8,493,287,007 282,141 230,000 94,854 3.3
May-18 34,802 10,132,234,986 291,139 240,000 101,435 3.6
Jun-18 35,494 10,551,624,851 297,279 240,000 106,791 3.8
Jul-18 33,829 9,769,928,893 288,803 238,900 108,779 3.8
Aug-18 34,130 9,801,685,750 287,187 235,000 109,403 3.8
Sep-18 26,758 7,475,974,307 279,392 230,000 107,190 3.7
Oct-18 27,321 7,561,608,067 276,769 229,000 105,660 3.7
Nov-18 25,113 7,036,920,827 280,210 230,000 102,492 3.6
Dec-18 25,783 7,339,801,290 284,676 235,000 92,781 3.2
Jan-19 18,059 4,776,687,567 264,505 220,000 95,995 3.4
Feb-19 22,629 6,140,361,056 271,349 229,500 96,988 3.4
Mar-19 29,490 8,401,294,076 284,886 235,000 100,243 3.5
Apr-19 32,105 9,386,008,450 292,353 240,000 103,448 3.6
May-19 36,032 10,920,449,353 303,076 245,000 109,061 3.8
Jun-19 33,637 10,297,839,295 306,146 249,710 113,380 3.9
Jul-19 36,279 10,774,648,805 296,994 246,000 113,047 3.9
Aug-19 35,458 10,410,917,408 293,613 245,000 111,933 3.8
Sep-19 29,196 8,426,880,138 288,631 241,000 109,290 3.7
Oct-19 29,476 8,538,838,604 289,688 240,000 107,636 3.7
Nov-19 25,784 7,377,133,848 286,113 239,000 102,801 3.5
Dec-19 29,642 8,912,691,339 300,678 248,000 92,624 3.1
Jan-20 20,968 5,827,466,529 277,922 232,500 95,176 3.2
Feb-20 24,796 7,239,491,044 291,962 243,000 95,581 3.2
Mar-20 30,770 9,174,661,847 298,169 248,000 96,796 3.2
Apr-20 26,103 7,706,324,252 295,228 249,000 98,605 3.3
May-20 27,636 8,118,792,505 293,776 248,715 95,694 3.3