Bài tập 2

Tên đề tài: Mô Phỏng Giá Trị Rủi Ro Danh Mục Cổ Phiếu VN30.

1.1 Vấn đề cần mô phỏng

Thị trường chứng khoán Việt Nam đang ngày càng phát triển. Tuy nhiên, song song với sự phát triển và các cơ hội đầu tư đó là những rủi ro tiềm ẩn có thể đến từ bất cứ đâu, như: bị tác động bởi khủng hoảng và bất ổn bất kinh tế, sự thay đổi của chính sách vĩ mô, sự biến động giá của một số loại hàng hóa cơ bản… những điều đó buộc các nhà quản lý phải quan tâm đến rủi ro của tài sản mà họ sở hữu. Vì vậy, việc xây dựng một danh mục và quản lý tốt rủi ro của danh mục của mình trở thành một vấn đề hết sức quan trọng và cần thiết để nâng cao hiệu quả đầu tư.

Có rất nhiều cách tiếp cận khác nhau về rủi ro, nhưng cách tiếp cận phổ biến nhất khi xem xét rủi ro đó là “khả năng xuất hiện các khoản thiệt hại về tài chính”. Xét trong phạm vi kinh doanh chứng khoán, rủi ro được xác định là “sự thay đổi không chắc chắn về tỷ suất sinh lợi” của giá chứng khoán.

1.2 Dữ liệu nghiên cứu

Nghiên cứu này đo lường giá trị rủi ro của một danh mục cổ phiếu với mẫu là chỉ số chứng khoán VN-Index và 5 cổ phiếu thuộc rổ VN30 niêm yết trên sàn chứng khoán HOSE thông qua mô phỏng dữ liệu lịch sử. Dữ liệu được thu thập từ trang investing.com, giai đoạn thu thập từ 1/1/2020- 31/12/2022 bao gồm 751 quan sát.

Dữ liệu gồm:

  • Giá đóng cửa từ ngày 1/1/2020- 31/12/2022 của 5 cổ phiếu có giá trị vốn hóa lớn nhất trong rổ VN30 được niêm yết trên HOSE hiện nay, bao gồm: VIC; VHM; VCB; VNM; GAS. Kí hiệu theo mã chứng khoán.

Danh sách các mã cổ phiếu

NAME <- c('Tập đoàn VINGROUP - CTCP','CTCP VINHOMES','Ngân hàng TMCP Ngoại thương Việt Nam','Công ty cổ phần Sữa Việt Nam','Tổng Công ty Khí Việt Nam - CTCP')
MCK <- c('VIC', 'VHM', 'VCB', 'VNM', 'GAS')
Listing_date <- c('20/5/2019', '17/5/2018', '30/6/2009', '19/1/2006', '21/5/2012')

DS <- data.frame (NAME, MCK, Listing_date)

DS # hiển thị dữ liệu
##                                   NAME MCK Listing_date
## 1             Tập đoàn VINGROUP - CTCP VIC    20/5/2019
## 2                        CTCP VINHOMES VHM    17/5/2018
## 3 Ngân hàng TMCP Ngoại thương Việt Nam VCB    30/6/2009
## 4         Công ty cổ phần Sữa Việt Nam VNM    19/1/2006
## 5     Tổng Công ty Khí Việt Nam - CTCP GAS    21/5/2012
#(NAME: Tên công ty; MCK: Mã chứng khoán; Listing_name: Ngày niêm yết trên sàn HOSE)
  • Chỉ số VN- Index từ ngày 1/1/2020- 31/12/2022. Kí hiệu VNI. Trong đó VN-Index là chỉ số đại diện cho tất cả cổ phiếu được niêm yết và giao dịch trên HoSE. Được tính theo công thức: VN-Index = (Tổng giá trị thị trường của các cổ phiếu niêm yết hiện tại / Tổng giá trị của các cổ phiếu niêm yết cơ sở) x 100.

  • Tỷ suất sinh lời được tính toán bằng log tự nhiên (ln). Kí hiệu

Nhập bộ dữ liệu

library(kableExtra)
library(knitr)

mydata <- read.csv("C:/Users/MSII/Documents/simulation data/dataset.csv")
knitr::kable(mydata, format = "html") %>%
  kable_styling(full_width = TRUE) %>%
  scroll_box(width = "100%", height = "300px")
Ngày VIC VHM VCB VNM GAS TSSL VNI
30/12/2022 53,800 48,000 80,000 76,100.00 101,500 55.72938 1,007.09
29/12/2022 53,600 47,800 80,700 77,000.00 102,600 55.75273 1,009.29
28/12/2022 53,500 47,700 80,000 77,000.00 103,000 55.74395 1,015.66
27/12/2022 53,400 47,500 79,100 76,600.00 103,100 55.72233 1,004.57
26/12/2022 52,900 47,000 78,900 76,000.00 102,600 55.68708 985.21
23/12/2022 55,100 49,800 79,100 76,200.00 101,500 55.78007 1,020.34
22/12/2022 55,000 49,000 79,300 77,000.00 101,200 55.77207 1,022.61
21/12/2022 54,900 48,500 78,700 78,300.00 103,500 55.79162 1,018.88
20/12/2022 55,900 48,200 79,000 77,317.60 104,800 55.80712 1,023.13
19/12/2022 56,500 48,200 79,200 75,647.40 105,200 55.80230 1,038.40
16/12/2022 58,400 49,300 79,700 76,629.90 106,400 55.88848 1,052.48
15/12/2022 60,600 50,700 79,500 76,236.90 106,300 55.94487 1,055.32
14/12/2022 60,800 53,000 78,800 76,138.60 107,500 55.99362 1,050.43
13/12/2022 61,600 53,000 78,200 76,629.90 105,600 55.98765 1,047.45
12/12/2022 63,100 50,500 77,400 77,121.10 105,000 55.95379 1,032.07
9/12/2022 67,800 54,100 77,300 78,594.70 106,000 56.12161 1,051.81
8/12/2022 69,900 55,400 77,000 79,577.20 106,000 56.18439 1,050.53
7/12/2022 71,200 55,500 78,500 81,050.80 106,800 56.24978 1,041.02
6/12/2022 66,600 55,000 80,000 81,050.80 109,500 56.21784 1,048.69
5/12/2022 68,100 58,300 85,000 83,506.90 113,200 56.42209 1,093.67
2/12/2022 68,800 57,200 85,000 82,524.50 111,200 56.38361 1,080.01
1/12/2022 66,000 53,500 80,000 80,952.60 106,500 56.15215 1,036.28
30/11/2022 69,600 54,500 81,000 81,345.50 110,200 56.27519 1,048.42
29/11/2022 69,400 53,100 79,800 81,542.00 112,000 56.24998 1,032.16
28/11/2022 65,000 50,200 76,700 80,264.90 112,100 56.07380 1,005.69
25/11/2022 65,000 47,000 73,100 80,756.10 104,800 55.89863 971.46
24/11/2022 61,000 45,000 73,000 79,773.60 105,800 55.78752 947.71
23/11/2022 59,700 44,400 73,500 78,005.30 108,200 55.75939 946
22/11/2022 61,000 45,300 73,500 78,103.50 109,200 55.81146 952.12
21/11/2022 64,000 46,950 75,000 76,531.60 111,300 55.91416 960.65
18/11/2022 65,600 48,000 76,500 75,647.40 114,300 55.99575 969.33
17/11/2022 64,600 47,950 76,500 74,665.00 119,700 56.01244 969.26
16/11/2022 60,400 44,900 75,100 73,191.30 117,000 55.81827 942.9
15/11/2022 57,000 43,400 75,000 75,647.40 111,500 55.70988 911.9
14/11/2022 55,000 44,000 75,100 77,612.30 113,800 55.73529 941.04
11/11/2022 54,300 44,150 75,500 77,022.80 113,900 55.72445 954.53
10/11/2022 53,000 43,950 72,800 77,022.80 113,400 55.65486 947.24
9/11/2022 53,700 44,550 74,000 79,478.90 116,400 55.75539 985.59
8/11/2022 53,300 43,800 72,600 80,952.60 114,400 55.71288 981.65
7/11/2022 53,400 43,900 71,800 80,756.10 112,900 55.69032 975.19
4/11/2022 54,300 44,500 71,800 78,594.70 111,000 55.67651 997.15
3/11/2022 55,100 45,000 73,000 78,594.70 111,400 55.72248 1,019.81
2/11/2022 55,400 44,900 73,600 76,924.60 110,000 55.69974 1,023.19
1/11/2022 55,400 45,000 75,000 78,791.20 110,000 55.74479 1,033.75
31/10/2022 55,400 45,000 73,500 77,121.10 111,100 55.71311 1,027.94
28/10/2022 55,700 44,900 71,600 76,629.90 109,000 55.66462 1,027.36
27/10/2022 55,000 44,000 71,700 77,121.10 110,000 55.64865 1,028.01
26/10/2022 54,800 43,500 70,000 74,665.00 108,000 55.55887 993.36
25/10/2022 56,100 44,600 69,900 74,665.00 107,200 55.59842 997.7
24/10/2022 56,500 44,600 68,000 72,700.10 107,200 55.55130 986.15
21/10/2022 56,800 47,950 68,000 75,647.40 107,200 55.66876 1,019.82
20/10/2022 58,600 50,000 69,200 76,138.60 110,900 55.79972 1,058.45
19/10/2022 58,500 50,000 67,900 75,254.40 109,100 55.75100 1,060.07
18/10/2022 58,400 50,500 67,700 75,156.20 111,000 55.77225 1,063.66
17/10/2022 56,000 49,500 66,300 72,798.40 111,500 55.66201 1,051.58
14/10/2022 59,700 51,900 68,100 72,700.10 109,800 55.78341 1,061.85
13/10/2022 60,400 52,800 66,500 72,503.60 108,000 55.76925 1,050.99
12/10/2022 60,000 52,500 64,000 70,342.30 107,000 55.67902 1,034.81
11/10/2022 60,000 51,800 62,000 68,966.90 106,100 55.60565 1,006.20
10/10/2022 60,200 53,900 65,100 69,261.60 106,000 55.70083 1,042.48
7/10/2022 60,200 53,800 66,700 68,573.90 102,000 55.67481 1,035.91
6/10/2022 60,100 53,600 70,100 68,770.40 106,900 55.76893 1,074.52
5/10/2022 60,000 53,800 71,500 70,342.30 107,000 55.81429 1,104.26
4/10/2022 57,000 50,600 71,300 69,654.60 106,000 55.67966 1,078.14
3/10/2022 55,500 50,400 70,600 69,752.80 107,000 55.64997 1,086.44
30/09/2022 55,000 50,700 73,200 71,030.00 110,000 55.72881 1,132.11
29/09/2022 54,600 50,800 74,000 71,423.00 105,000 55.69335 1,126.07
28/09/2022 57,500 51,200 75,000 70,538.80 104,000 55.74434 1,143.62
27/09/2022 61,000 54,100 74,300 71,128.20 111,500 55.92710 1,166.54
26/09/2022 62,000 55,900 75,000 72,700.10 113,600 56.02599 1,174.35
23/09/2022 62,600 57,200 75,900 75,352.70 112,500 56.09665 1,203.28
22/09/2022 63,300 57,700 78,000 75,549.20 111,000 56.13294 1,214.70
21/09/2022 63,100 58,300 78,900 75,549.20 109,000 56.13341 1,210.55
20/09/2022 63,900 58,900 79,200 74,468.50 109,100 56.14655 1,218.93
19/09/2022 62,900 58,400 78,800 73,879.00 108,000 56.09911 1,205.43
16/09/2022 62,500 59,600 80,000 74,665.00 111,000 56.16617 1,234.03
15/09/2022 63,900 60,500 79,200 73,191.30 111,800 56.18050 1,245.66
14/09/2022 63,400 60,000 78,300 72,700.10 112,500 56.15243 1,240.77
13/09/2022 64,100 60,700 78,600 74,370.30 114,200 56.21654 1,248.40
12/9/2022 64,000 61,400 79,100 73,977.30 113,700 56.22310 1,249.62
9/9/2022 64,400 59,900 78,800 74,566.70 114,000 56.21137 1,248.78
8/9/2022 62,900 59,600 78,000 74,370.30 111,800 56.15046 1,234.60
7/9/2022 62,500 59,500 80,000 74,370.30 112,000 56.16950 1,243.17
6/9/2022 63,300 61,100 82,700 76,433.40 116,500 56.30870 1,277.40
5/9/2022 64,000 61,000 82,600 76,138.60 116,400 56.31213 1,277.35
31/08/2022 63,700 61,000 84,000 74,173.80 117,100 56.30409 1,280.51
30/08/2022 63,600 59,900 86,000 74,665.00 118,900 56.32971 1,279.39
29/08/2022 63,600 59,700 82,500 74,173.80 117,500 56.26637 1,270.80
26/08/2022 65,000 60,300 82,500 75,549.20 115,200 56.29675 1,282.57
25/08/2022 65,900 61,000 82,000 76,531.60 116,500 56.34010 1,288.88
24/08/2022 64,900 59,700 82,000 76,335.10 117,300 56.30754 1,277.16
23/08/2022 65,000 59,500 80,200 74,468.50 117,000 56.25621 1,270.81
22/08/2022 66,000 59,400 80,000 72,405.40 114,900 56.22110 1,260.43
19/08/2022 67,900 60,100 80,900 72,798.40 115,600 56.28387 1,269.18
18/08/2022 68,100 61,100 81,500 72,110.70 113,700 56.28463 1,273.66
17/08/2022 67,300 61,300 81,500 71,324.70 112,400 56.25363 1,275.28
16/08/2022 65,900 61,300 81,500 70,538.80 113,500 56.23126 1,274.69
15/08/2022 66,400 61,500 81,800 70,244.00 114,000 56.24596 1,274.20
12/8/2022 66,200 61,200 81,600 70,637.00 114,400 56.24469 1,262.33
11/8/2022 65,800 61,400 81,500 69,851.10 113,000 56.21716 1,252.07
10/8/2022 64,800 61,300 80,500 71,226.50 110,900 56.18861 1,256.50
9/8/2022 65,300 60,900 80,800 70,735.20 112,000 56.19642 1,258.85
8/8/2022 64,600 61,500 82,000 70,931.70 111,000 56.20399 1,256.75
5/8/2022 65,400 61,800 82,000 71,324.70 109,500 56.21309 1,252.74
4/8/2022 66,400 63,000 82,500 72,012.40 109,000 56.25859 1,254.15
3/8/2022 66,000 61,900 79,500 72,110.70 112,000 56.22641 1,249.76
2/8/2022 66,600 62,500 78,900 72,110.70 108,200 56.20301 1,241.62
1/8/2022 64,700 60,000 77,000 72,208.90 107,900 56.10746 1,231.35
29/07/2022 64,000 59,900 74,700 71,521.20 107,500 56.05130 1,206.33
28/07/2022 67,000 58,800 75,300 71,324.70 106,300 56.07260 1,208.12
27/07/2022 66,500 58,600 75,000 70,931.70 104,700 56.03702 1,191.04
26/07/2022 66,100 58,700 73,900 70,735.20 104,700 56.01514 1,185.07
25/07/2022 67,300 58,900 72,900 71,619.40 104,700 56.03533 1,188.50
22/07/2022 66,500 58,700 72,500 70,735.20 107,800 56.03123 1,194.76
21/07/2022 68,500 58,900 72,500 71,914.20 104,100 56.04586 1,198.47
20/07/2022 68,200 59,700 72,500 71,717.70 103,000 56.04161 1,194.14
19/07/2022 68,800 58,800 71,300 71,521.20 101,900 56.00500 1,178.33
18/07/2022 68,000 59,000 72,000 70,440.50 97,500 55.94711 1,176.49
15/07/2022 69,600 60,000 72,300 70,342.30 97,500 55.98994 1,179.25
14/07/2022 69,500 60,100 72,400 71,128.20 98,800 56.01590 1,182.17
13/07/2022 69,500 60,100 71,800 71,226.50 96,300 55.98333 1,173.92
12/7/2022 69,900 60,200 71,900 72,012.40 99,000 56.03075 1,174.82
11/7/2022 70,000 60,500 72,000 71,717.70 94,900 55.99214 1,155.29
8/7/2022 70,000 61,000 74,000 71,717.70 95,600 56.03512 1,171.31
7/7/2022 69,800 61,000 75,500 71,717.70 94,100 56.03651 1,166.48
6/7/2022 67,500 59,100 72,800 69,458.10 95,800 55.92084 1,149.61
5/7/2022 72,300 60,500 74,000 69,428.10 103,000 56.10133 1,181.29
4/7/2022 72,700 61,000 74,100 71,327.60 108,600 56.19636 1,195.53
1/7/2022 72,600 61,400 74,000 69,998.00 110,000 56.19416 1,198.90
30/06/2022 73,500 62,100 74,800 68,573.30 112,434 56.22990 1,197.60
29/06/2022 73,400 63,300 75,500 68,668.30 113,894 56.27127 1,218.09
28/06/2022 73,600 63,800 76,300 67,243.60 112,920 56.26285 1,218.10
27/06/2022 73,800 63,500 74,900 67,528.60 111,363 56.23268 1,202.82
24/06/2022 74,600 63,200 75,000 67,908.50 110,973 56.24216 1,185.48
23/06/2022 74,200 63,200 75,900 67,148.60 113,699 56.26172 1,188.88
22/06/2022 75,000 64,800 76,000 67,053.70 108,248 56.24822 1,169.27
21/06/2022 75,000 65,000 77,700 69,998.00 116,327 56.38838 1,172.47
20/06/2022 75,600 65,000 76,000 65,534.00 121,389 56.35092 1,180.40
17/06/2022 76,600 66,000 76,100 63,349.60 130,442 56.41867 1,217.30
16/06/2022 76,600 66,000 79,100 64,584.30 124,602 56.43084 1,236.63
15/06/2022 76,700 65,900 76,500 61,260.10 120,708 56.31261 1,213.93
14/06/2022 76,600 66,000 77,000 62,779.70 122,655 56.35984 1,230.31
13/06/2022 76,400 66,000 76,400 63,064.60 114,867 56.28833 1,227.04
10/6/2022 78,000 68,300 77,700 66,008.90 115,549 56.41173 1,284.08
9/6/2022 78,100 68,300 77,800 66,673.80 124,212 56.49662 1,307.80
8/6/2022 78,100 68,500 79,200 67,433.60 125,478 56.53885 1,307.91
7/6/2022 78,000 68,500 81,000 67,053.70 126,549 56.56289 1,291.35
6/6/2022 78,500 69,300 79,700 67,243.60 126,451 56.56677 1,290.01
3/6/2022 78,800 69,400 77,500 66,768.70 120,903 56.49208 1,287.98
2/6/2022 78,900 69,500 79,000 67,528.60 115,743 56.48166 1,288.62
1/6/2022 79,300 70,300 80,500 68,288.40 117,788 56.54567 1,299.52
31/05/2022 78,800 69,600 78,900 68,098.40 114,575 56.47882 1,292.68
30/05/2022 78,500 68,500 78,000 68,858.20 107,080 56.39104 1,293.92
27/05/2022 78,000 67,723 77,400 69,333.10 107,080 56.37240 1,285.45
26/05/2022 77,700 66,751 76,700 67,718.50 104,743 56.29937 1,268.57
25/05/2022 77,700 65,974 77,000 68,288.40 105,522 56.30736 1,268.43
24/05/2022 77,600 65,002 75,600 65,439.10 102,991 56.20598 1,233.38
23/05/2022 77,400 64,808 74,400 62,969.70 100,752 56.12396 1,218.81
20/05/2022 77,800 64,905 75,300 64,679.30 101,726 56.17905 1,240.71
19/05/2022 77,900 65,099 76,000 65,534.00 102,991 56.21806 1,241.64
18/05/2022 78,000 65,002 75,400 66,768.70 102,212 56.22099 1,240.76
17/05/2022 78,000 65,002 76,000 66,483.80 98,221 56.18482 1,228.37
16/05/2022 77,000 63,933 74,200 62,494.80 92,478 56.00924 1,171.95
13/05/2022 78,000 66,071 73,000 62,779.70 97,345 56.09457 1,182.77
12/5/2022 79,000 66,945 77,000 63,159.60 102,796 56.23431 1,238.84
11/5/2022 80,500 68,500 80,000 66,008.90 106,009 56.38921 1,301.53
10/5/2022 80,400 67,917 80,000 67,053.70 105,133 56.38682 1,293.56
9/5/2022 79,100 66,071 77,900 66,483.80 102,115 56.27870 1,269.62
6/5/2022 79,800 66,751 79,400 66,673.80 106,885 56.36533 1,329.26
5/5/2022 80,000 66,848 81,000 68,478.30 106,496 56.41230 1,360.68
4/5/2022 79,700 62,670 79,900 68,858.20 105,133 56.32298 1,348.68
29/04/2022 80,000 63,156 80,900 70,472.80 103,186 56.35138 1,366.80
28/04/2022 77,900 62,670 81,500 70,567.80 104,841 56.34171 1,350.99
27/04/2022 78,000 63,156 81,500 71,232.70 108,053 56.39027 1,353.77
26/04/2022 78,000 63,156 80,500 72,087.40 106,106 56.37167 1,341.34
25/04/2022 76,200 61,213 81,800 69,808.00 101,726 56.25881 1,310.92
22/04/2022 77,700 62,865 82,200 72,087.40 109,319 56.41393 1,379.23
21/04/2022 77,500 62,184 78,400 71,232.70 102,212 56.27398 1,370.21
20/04/2022 79,300 64,905 78,400 71,802.50 103,770 56.36286 1,384.72
19/04/2022 78,800 66,945 77,700 72,182.40 110,876 56.45002 1,406.45
18/04/2022 79,500 67,820 77,700 73,132.20 112,239 56.49715 1,432.60
15/04/2022 80,700 69,083 80,200 72,657.30 112,044 56.55399 1,458.56
14/04/2022 81,700 70,249 81,000 72,467.40 108,637 56.55947 1,472.12
13/04/2022 82,200 71,026 82,400 73,322.10 107,177 56.59191 1,477.20
12/4/2022 81,300 70,929 82,400 72,942.20 106,009 56.56338 1,455.25
8/4/2022 81,700 72,969 83,000 73,417.10 107,274 56.62225 1,482.00
7/4/2022 79,500 72,872 83,000 74,556.80 109,805 56.63235 1,502.35
6/4/2022 80,500 74,135 84,600 75,316.70 110,681 56.69921 1,522.90
5/4/2022 82,300 74,233 83,000 76,361.40 111,265 56.72259 1,520.03
4/4/2022 82,700 74,135 82,600 78,071.00 109,416 56.72667 1,524.70
1/4/2022 82,100 74,038 82,800 77,596.10 106,788 56.69008 1,516.44
31/03/2022 81,200 73,650 82,100 76,836.30 105,425 56.64263 1,492.15
30/03/2022 81,100 73,650 82,000 72,372.40 107,177 56.59681 1,490.51
29/03/2022 80,800 74,330 81,900 71,707.50 108,929 56.60806 1,497.76
28/03/2022 80,500 72,775 82,400 69,713.00 107,566 56.54848 1,483.18
25/03/2022 81,000 73,747 82,500 71,422.60 107,761 56.59519 1,498.50
24/03/2022 81,000 73,552 83,500 71,802.50 109,319 56.62425 1,498.26
23/03/2022 81,400 75,010 84,900 72,277.40 109,319 56.67203 1,502.34
22/03/2022 82,200 75,787 84,900 73,037.20 111,947 56.72633 1,503.78
21/03/2022 81,000 75,301 84,900 73,702.10 110,973 56.70551 1,494.95
18/03/2022 78,800 72,484 84,200 72,182.40 106,009 56.56497 1,469.10
17/03/2022 78,400 71,901 83,000 72,562.30 103,186 56.51571 1,461.34
16/03/2022 78,100 72,095 82,500 73,417.10 106,301 56.54998 1,459.33
15/03/2022 78,300 72,387 81,100 73,322.10 105,133 56.52712 1,452.74
14/03/2022 78,300 72,387 84,200 73,322.10 103,186 56.54594 1,446.25
11/3/2022 79,000 72,872 83,800 74,082.00 109,903 56.63013 1,466.54
10/3/2022 79,100 73,067 83,500 73,227.20 115,354 56.66729 1,479.08
9/3/2022 78,000 71,901 83,000 71,327.60 118,956 56.63565 1,473.74
8/3/2022 77,900 72,484 81,500 72,277.40 117,496 56.62509 1,473.71
7/3/2022 78,500 74,038 84,900 72,942.20 121,292 56.73580 1,499.05
4/3/2022 79,000 75,690 84,900 73,987.00 114,867 56.72401 1,505.33
3/3/2022 79,000 75,787 85,500 74,461.90 117,496 56.76136 1,505.00
2/3/2022 78,900 75,301 85,000 74,556.80 116,035 56.73656 1,485.52
1/3/2022 79,200 75,787 85,000 75,221.70 114,575 56.74300 1,498.78
28/02/2022 77,000 75,301 84,500 74,461.90 114,867 56.69489 1,490.13
25/02/2022 79,100 76,079 85,100 74,936.80 114,088 56.73870 1,498.89
24/02/2022 80,100 76,370 85,300 74,651.80 115,841 56.76887 1,494.85
23/02/2022 82,500 77,148 86,900 75,981.50 113,894 56.82782 1,512.30
22/02/2022 82,000 77,050 86,800 75,981.50 113,407 56.81503 1,503.47
21/02/2022 83,600 77,730 87,400 76,931.30 112,726 56.85643 1,510.84
18/02/2022 82,200 77,439 87,200 76,551.40 113,894 56.83886 1,504.84
17/02/2022 83,100 78,508 87,500 76,741.30 115,549 56.88380 1,507.99
16/02/2022 82,900 77,730 87,000 76,361.40 111,460 56.82470 1,492.10
15/02/2022 83,700 77,730 87,000 77,121.20 114,283 56.86922 1,492.75
14/02/2022 81,800 75,884 86,000 77,026.20 112,920 56.79743 1,471.96
11/2/2022 81,700 77,439 90,000 77,881.00 108,053 56.82893 1,501.71
10/2/2022 84,000 77,828 91,300 78,545.90 109,027 56.89352 1,506.79
9/2/2022 85,700 79,188 90,800 78,640.90 107,080 56.90858 1,505.38
8/2/2022 87,300 78,896 92,000 77,881.00 110,973 56.96251 1,500.99
7/2/2022 91,200 79,868 92,400 79,305.70 111,655 57.04706 1,497.66
28/01/2022 97,000 78,022 89,000 78,925.80 106,106 56.99206 1,478.96
27/01/2022 96,500 78,702 91,000 78,925.80 108,832 57.04316 1,470.76
26/01/2022 96,400 78,896 94,500 75,696.60 109,221 57.04412 1,481.58
25/01/2022 96,000 78,702 95,800 75,221.70 106,593 57.02051 1,479.58
24/01/2022 95,000 74,038 93,000 76,931.30 104,257 56.91960 1,439.71
21/01/2022 95,500 77,148 89,200 78,450.90 104,549 56.94664 1,472.89
20/01/2022 95,000 76,370 87,100 78,830.80 105,717 56.92337 1,465.30
19/01/2022 95,800 75,399 86,800 79,210.70 104,159 56.90547 1,442.79
18/01/2022 95,900 74,816 87,600 79,210.70 104,159 56.90793 1,438.94
17/01/2022 97,000 76,856 86,200 78,735.80 101,823 56.90143 1,452.84
14/01/2022 98,900 79,868 83,400 80,445.40 102,699 56.95629 1,496.02
13/01/2022 98,800 79,868 81,900 78,925.80 102,212 56.91331 1,496.05
12/1/2022 100,800 81,228 80,000 78,925.80 105,133 56.95494 1,510.51
11/1/2022 101,000 81,228 79,400 79,495.60 100,557 56.91208 1,492.31
10/1/2022 102,300 82,977 79,500 79,495.60 99,292 56.93477 1,503.71
7/1/2022 102,200 82,977 79,800 79,590.60 104,646 56.99127 1,528.48
6/1/2022 104,500 82,880 79,100 79,777.40 100,947 56.96991 1,528.57
5/1/2022 100,000 81,617 78,000 80,524.80 102,212 56.91831 1,522.50
4/1/2022 101,000 82,686 79,000 80,991.90 99,195 56.92983 1,525.58
31/12/2021 95,100 79,674 78,800 80,711.60 93,646 56.76897 1,498.28
30/12/2021 95,000 79,285 78,400 79,684.00 94,425 56.75340 1,485.97
29/12/2021 95,500 79,382 79,500 79,590.60 94,425 56.77263 1,485.82
28/12/2021 98,400 80,451 80,000 79,870.90 95,496 56.83699 1,494.39
27/12/2021 99,000 80,451 79,800 80,431.40 93,354 56.82487 1,488.88
24/12/2021 96,500 80,548 78,500 80,337.90 93,159 56.78082 1,477.03
23/12/2021 96,000 80,160 76,500 79,123.50 92,673 56.72453 1,456.96
22/12/2021 99,600 83,269 76,900 79,777.40 92,673 56.81284 1,477.67
21/12/2021 98,100 83,560 76,567 79,870.90 91,504 56.78529 1,478.74
20/12/2021 99,000 81,131 77,032 80,057.70 94,133 56.80164 1,477.33
17/12/2021 102,000 82,103 74,709 80,057.70 96,372 56.83629 1,479.79
16/12/2021 100,000 79,965 76,722 80,898.40 95,982 56.82308 1,476.61
15/12/2021 100,000 80,257 77,342 80,618.20 95,106 56.82213 1,475.50
14/12/2021 102,500 79,771 76,877 80,618.20 95,593 56.83983 1,476.02
13/12/2021 103,200 79,771 77,109 80,711.60 95,398 56.84877 1,476.21
10/12/2021 103,100 78,605 77,419 80,618.20 94,035 56.82153 1,463.54
9/12/2021 107,000 79,285 76,800 81,272.10 96,080 56.88884 1,467.98
8/12/2021 105,900 78,702 76,413 80,337.90 95,593 56.84943 1,452.87
7/12/2021 106,700 79,285 76,025 80,805.00 93,938 56.84758 1,446.77
6/12/2021 105,600 77,439 73,858 79,684.00 89,557 56.72301 1,413.58
3/12/2021 105,500 77,925 75,871 80,151.10 94,035 56.80985 1,443.32
2/12/2021 107,200 79,965 76,722 81,645.80 95,788 56.89978 1,482.05
1/12/2021 106,000 80,548 76,645 81,739.20 95,885 56.89694 1,485.19
30/11/2021 105,000 82,200 76,567 81,832.60 95,690 56.90585 1,478.44
29/11/2021 105,300 82,394 78,271 81,739.20 96,761 56.94306 1,484.84
26/11/2021 98,500 80,937 81,290 82,486.50 99,292 56.93123 1,493.03
25/11/2021 94,000 81,520 82,916 81,739.20 101,142 56.92081 1,500.81
24/11/2021 94,100 81,326 81,135 81,739.20 100,265 56.88907 1,488.87
23/11/2021 94,800 80,160 76,722 80,618.20 101,823 56.82772 1,463.63
22/11/2021 94,800 78,702 76,490 80,524.80 99,389 56.78098 1,447.25
19/11/2021 94,800 78,216 75,174 80,431.40 103,186 56.79376 1,452.35
18/11/2021 94,500 80,451 75,096 82,206.30 110,779 56.91056 1,469.83
17/11/2021 96,300 81,131 75,871 82,953.60 114,283 56.98830 1,475.85
16/11/2021 94,800 80,645 75,251 82,766.80 113,602 56.95016 1,466.45
15/11/2021 95,000 81,617 75,638 83,140.40 115,743 56.99255 1,476.57
12/11/2021 94,500 79,674 76,025 83,420.70 114,965 56.96491 1,473.37
11/11/2021 94,800 79,188 76,103 83,700.90 115,841 56.97393 1,462.35
10/11/2021 94,900 80,257 75,561 83,794.30 117,204 56.99406 1,465.02
9/11/2021 94,900 80,645 75,174 83,887.80 116,035 56.98483 1,461.50
8/11/2021 94,900 80,062 76,025 84,821.90 119,734 57.03129 1,467.57
5/11/2021 95,000 79,674 75,484 83,327.30 119,150 56.99768 1,456.51
4/11/2021 95,000 80,354 76,180 82,579.90 113,991 56.96208 1,448.34
3/11/2021 95,300 80,548 76,413 82,393.10 116,814 56.99290 1,444.30
2/11/2021 95,800 82,589 75,793 83,327.30 118,372 57.03953 1,452.46
1/11/2021 95,800 81,908 75,096 84,074.60 118,080 57.02847 1,438.97
29/10/2021 95,800 83,074 75,871 84,728.50 121,195 57.08666 1,444.27
28/10/2021 95,000 78,702 75,793 84,635.10 121,681 57.02608 1,438.01
27/10/2021 95,000 78,702 74,400 84,448.30 118,469 56.97857 1,423.02
26/10/2021 92,200 76,467 72,774 83,700.90 110,779 56.82174 1,391.63
25/10/2021 92,100 76,273 72,851 84,168.00 109,027 56.80880 1,385.40
22/10/2021 91,800 75,787 73,006 84,541.70 109,124 56.80659 1,389.24
21/10/2021 91,000 75,690 72,774 83,233.80 109,221 56.77867 1,384.77
20/10/2021 92,300 76,565 73,548 84,074.60 111,460 56.84527 1,393.80
19/10/2021 92,400 77,148 74,632 84,354.80 111,460 56.87190 1,395.33
18/10/2021 92,600 76,662 74,322 83,887.80 113,407 56.87534 1,395.53
15/10/2021 92,600 76,467 74,709 84,074.60 109,027 56.84083 1,392.70
14/10/2021 92,500 76,662 74,864 84,074.60 108,345 56.83809 1,391.85
13/10/2021 93,100 77,730 75,096 84,168.00 108,053 56.85990 1,391.91
12/10/2021 92,900 78,605 75,096 84,448.30 109,027 56.88124 1,394.80
11/10/2021 91,900 78,702 75,484 84,074.60 109,513 56.87681 1,394.09
8/10/2021 89,300 77,633 75,096 83,700.90 109,416 56.82394 1,372.73
7/10/2021 88,800 77,730 74,942 82,953.60 108,053 56.79602 1,365.99
6/10/2021 88,600 78,216 74,013 83,420.70 110,487 56.81542 1,362.82
5/10/2021 88,600 77,148 74,013 83,700.90 106,106 56.76456 1,354.63
4/10/2021 87,800 75,787 73,238 84,261.40 101,239 56.68689 1,339.54
1/10/2021 87,700 74,816 74,245 83,887.80 100,752 56.67724 1,334.89
30/09/2021 88,000 76,079 75,251 83,700.90 94,425 56.64377 1,342.06
29/09/2021 86,700 75,982 76,258 83,700.90 94,230 56.63884 1,339.21
28/09/2021 86,500 76,273 76,800 83,420.70 92,575 56.62636 1,339.31
27/09/2021 86,100 75,982 75,871 82,953.60 87,611 56.54500 1,324.99
24/09/2021 87,000 77,342 77,032 84,728.50 88,584 56.62055 1,351.17
23/09/2021 87,100 77,050 77,032 84,821.90 88,195 56.61461 1,352.76
22/09/2021 86,100 75,787 77,032 85,475.80 86,053 56.56963 1,350.68
21/09/2021 85,600 75,301 75,871 82,953.60 85,858 56.50997 1,339.84
20/09/2021 86,700 77,633 77,109 82,860.20 86,442 56.57507 1,350.48
17/09/2021 86,800 78,896 75,251 80,805.00 89,460 56.57717 1,352.64
16/09/2021 87,800 77,828 75,948 80,711.60 90,142 56.59066 1,345.87
15/09/2021 91,400 79,577 75,174 80,431.40 89,071 56.62739 1,345.83
14/09/2021 92,000 79,110 76,103 81,272.10 86,637 56.62302 1,339.70
13/09/2021 92,000 79,110 75,948 81,458.90 86,248 56.61878 1,341.43
10/9/2021 91,300 79,480 76,800 80,805.00 86,248 56.61890 1,345.31
9/9/2021 91,300 79,628 76,877 79,590.60 86,248 56.60662 1,343.98
8/9/2021 92,000 79,776 77,187 79,777.40 85,469 56.61341 1,333.61
7/9/2021 93,900 81,033 77,419 80,618.20 86,345 56.67317 1,341.90
6/9/2021 95,000 80,145 77,419 81,085.20 88,000 56.69856 1,346.39
1/9/2021 94,100 79,110 76,955 80,901.60 86,248 56.64766 1,334.65
31/08/2021 94,100 78,667 76,955 80,258.80 87,027 56.64305 1,331.47
30/08/2021 94,100 79,036 76,877 80,258.80 85,177 56.62523 1,328.14
27/08/2021 94,800 79,036 75,716 79,891.50 84,690 56.60711 1,313.20
26/08/2021 93,100 78,815 74,942 79,891.50 84,009 56.56786 1,301.12
25/08/2021 94,600 79,110 75,484 79,799.60 84,982 56.60515 1,309.55
24/08/2021 95,400 79,332 75,096 79,248.70 83,717 56.58930 1,298.74
23/08/2021 96,200 79,258 75,329 78,973.20 83,522 56.59400 1,298.86
20/08/2021 97,700 79,924 77,496 80,626.10 85,177 56.68653 1,329.43
19/08/2021 104,000 82,068 79,587 82,921.80 88,487 56.86832 1,374.85
18/08/2021 97,900 81,328 78,193 82,646.30 90,142 56.79635 1,360.94
17/08/2021 98,900 82,068 78,193 82,003.50 89,947 56.80560 1,363.09
16/08/2021 98,311 85,764 77,884 82,187.20 91,699 56.86124 1,370.96
13/08/2021 98,578 88,722 77,109 82,554.50 90,531 56.87950 1,357.05
12/8/2021 98,756 86,504 77,342 83,105.50 91,991 56.88166 1,353.05
11/8/2021 98,667 85,764 77,806 83,472.80 92,965 56.89309 1,357.79
10/8/2021 100,444 86,504 76,645 82,095.40 93,451 56.89307 1,362.43
9/8/2021 100,533 86,800 76,103 80,534.30 90,531 56.83933 1,359.86
6/8/2021 100,711 84,212 75,948 80,075.10 89,947 56.79660 1,341.45
5/8/2021 101,333 82,585 76,955 79,524.10 91,310 56.80456 1,345.55
4/8/2021 101,333 81,698 76,258 79,983.30 91,504 56.79254 1,334.74
3/8/2021 101,778 81,994 76,490 79,983.30 90,531 56.79289 1,332.44
2/8/2021 95,556 79,924 75,096 79,432.30 91,018 56.68429 1,314.22
30/07/2021 95,289 80,071 75,871 79,065.00 87,221 56.64635 1,310.05
29/07/2021 93,422 79,776 75,793 79,707.80 87,124 56.62883 1,293.60
28/07/2021 93,511 78,741 75,096 79,799.60 86,734 56.60415 1,277.07
27/07/2021 92,711 79,702 73,548 80,350.60 86,637 56.59262 1,276.93
26/07/2021 92,622 81,033 74,322 81,636.20 85,956 56.62667 1,272.71
23/07/2021 92,444 79,554 75,096 80,442.40 85,664 56.59856 1,268.83
22/07/2021 94,400 82,068 77,651 79,707.80 87,027 56.69068 1,293.67
21/07/2021 92,444 79,850 76,645 78,330.40 85,080 56.58924 1,270.79
20/07/2021 91,556 78,815 77,574 78,881.30 86,637 56.60373 1,273.29
19/07/2021 91,467 77,114 75,096 78,054.90 84,398 56.51176 1,243.51
16/07/2021 94,044 80,589 79,355 78,881.30 87,611 56.68668 1,299.31
15/07/2021 90,667 81,550 79,355 78,238.50 88,097 56.65932 1,293.92
14/07/2021 91,556 80,959 78,813 78,054.90 88,876 56.66140 1,279.91
13/07/2021 91,556 80,959 80,051 77,412.10 89,071 56.67091 1,297.54
12/7/2021 92,444 79,850 82,916 79,248.70 85,664 56.68638 1,296.30
9/7/2021 96,533 83,177 85,006 79,891.50 89,265 56.84463 1,347.14
8/7/2021 98,667 85,025 85,935 81,177.10 90,531 56.92939 1,374.68
7/7/2021 101,333 86,504 87,793 82,462.70 89,071 56.99414 1,388.55
6/7/2021 99,556 81,550 86,709 79,891.50 83,522 56.80905 1,354.79
5/7/2021 102,222 87,613 87,948 81,911.70 89,557 57.01612 1,411.13
2/7/2021 104,444 87,243 88,954 82,738.20 94,035 57.10359 1,420.27
1/7/2021 105,422 86,652 90,116 83,472.80 91,699 57.10278 1,417.08
30/06/2021 105,778 87,243 90,116 83,013.70 90,531 57.09461 1,408.55
29/06/2021 104,889 87,687 88,258 83,564.60 90,531 57.07703 1,410.04
28/06/2021 103,733 85,395 87,174 81,911.70 92,478 57.02840 1,405.81
25/06/2021 104,444 82,881 87,174 82,370.80 92,478 57.01094 1,390.12
24/06/2021 104,444 82,881 85,703 81,452.60 90,402 56.96001 1,379.72
23/06/2021 103,911 82,290 84,929 82,646.30 88,609 56.93318 1,376.87
22/06/2021 104,444 82,437 83,303 83,197.30 89,553 56.93799 1,379.97
21/06/2021 104,356 82,807 82,529 83,197.30 87,760 56.91207 1,372.63
18/06/2021 104,356 83,177 84,000 84,574.70 87,477 56.94738 1,377.77
17/06/2021 104,000 80,589 80,671 83,564.60 88,609 56.87276 1,359.92
16/06/2021 105,867 81,328 80,516 84,299.30 86,722 56.88499 1,356.52
15/06/2021 108,178 83,251 79,587 85,309.40 83,702 56.89481 1,367.36
14/06/2021 106,667 81,254 78,967 84,942.10 84,457 56.85331 1,361.72
11/6/2021 104,889 78,371 79,587 84,482.90 82,098 56.77445 1,351.74
10/6/2021 103,556 76,966 78,813 84,666.60 81,248 56.72556 1,323.58
9/6/2021 105,600 78,445 78,967 81,819.90 82,475 56.74688 1,332.90
8/6/2021 106,489 77,853 77,419 82,370.80 83,136 56.74258 1,319.88
7/6/2021 109,333 78,371 79,742 82,095.40 85,589 56.83086 1,358.78
4/6/2021 107,556 77,262 81,213 82,187.20 86,250 56.82732 1,374.05
3/6/2021 105,333 77,927 82,606 82,830.00 83,324 56.80528 1,364.28
2/6/2021 104,444 77,188 82,064 82,095.40 82,475 56.76155 1,340.78
1/6/2021 106,667 76,892 80,284 82,554.50 78,984 56.71916 1,337.78
31/05/2021 104,444 75,857 76,335 83,105.50 77,946 56.62754 1,328.05
28/05/2021 106,489 77,336 77,109 83,656.50 77,379 56.67563 1,320.46
27/05/2021 106,933 77,188 76,413 83,105.50 75,587 56.63877 1,303.57
26/05/2021 108,178 78,149 77,729 83,564.60 77,285 56.70752 1,316.70
25/05/2021 108,711 77,336 77,264 83,105.50 78,229 56.70261 1,308.58
24/05/2021 108,533 78,371 75,406 83,748.30 77,379 56.68670 1,297.98
21/05/2021 108,889 76,818 74,942 81,911.70 76,436 56.62935 1,283.93
20/05/2021 109,244 75,414 76,645 80,809.70 76,247 56.62061 1,278.22
19/05/2021 106,756 74,231 72,851 80,350.60 77,002 56.53515 1,262.49
18/05/2021 107,556 73,122 73,238 79,891.50 77,379 56.53202 1,252.68
17/05/2021 110,222 74,526 74,322 80,075.10 77,851 56.59859 1,258.70
14/05/2021 111,378 71,865 75,019 82,187.20 79,361 56.62724 1,266.36
13/05/2021 112,444 71,717 74,942 83,105.50 80,777 56.66248 1,261.99
12/5/2021 115,378 72,234 75,329 84,299.30 81,532 56.72414 1,269.09
11/5/2021 116,444 72,456 75,793 83,748.30 80,493 56.72316 1,256.04
10/5/2021 117,778 73,269 75,948 85,401.20 81,154 56.77547 1,259.58
7/5/2021 117,333 71,791 75,096 79,891.50 79,267 56.64981 1,241.81
6/5/2021 117,778 72,974 76,877 82,279.00 80,116 56.73348 1,250.57
5/5/2021 118,844 73,639 78,348 84,482.90 80,682 56.80399 1,256.43
4/5/2021 118,756 73,343 76,722 84,115.60 78,606 56.74782 1,242.20
29/04/2021 116,444 73,417 77,419 85,860.40 78,795 56.76115 1,239.39
28/04/2021 116,889 74,600 76,645 86,044.00 77,285 56.75368 1,229.55
27/04/2021 117,422 73,935 76,645 87,880.60 76,908 56.76551 1,219.75
26/04/2021 116,889 73,639 76,335 88,156.10 76,908 56.75603 1,215.77
23/04/2021 122,933 77,632 80,516 91,370.10 81,154 57.00212 1,248.53
22/04/2021 123,378 76,227 79,742 89,992.70 80,965 56.96029 1,227.82
20/04/2021 127,200 80,293 79,742 91,186.50 83,041 57.08126 1,268.28
19/04/2021 128,000 77,262 76,258 88,247.90 82,286 56.96248 1,260.58
16/04/2021 127,111 74,674 74,555 88,982.60 81,154 56.89330 1,238.71
15/04/2021 125,244 74,822 75,484 91,002.80 81,154 56.91531 1,247.25
14/04/2021 124,444 74,305 76,413 91,186.50 81,626 56.92202 1,255.87
13/04/2021 125,067 75,783 75,484 93,471.20 81,154 56.95342 1,248.33
12/4/2021 117,333 75,266 76,567 93,471.20 82,947 56.91884 1,252.45
9/4/2021 111,022 73,122 75,484 93,284.20 83,796 56.82859 1,231.66
8/4/2021 111,467 73,713 77,419 93,377.70 83,985 56.86921 1,234.89
7/4/2021 113,511 74,305 78,890 93,564.60 84,079 56.91732 1,242.38
6/4/2021 112,889 75,192 78,890 94,873.20 84,646 56.94430 1,239.96
5/4/2021 110,489 75,192 78,967 95,901.40 84,362 56.93120 1,236.05
2/4/2021 109,333 74,452 75,716 95,994.90 85,212 56.87976 1,224.45
1/4/2021 109,333 73,196 75,019 94,405.90 85,495 56.84012 1,216.10
31/03/2021 104,800 71,939 73,393 91,975.60 84,646 56.72248 1,191.44
30/03/2021 104,000 71,199 73,393 92,723.40 84,551 56.71145 1,186.36
29/03/2021 100,267 71,125 73,780 92,536.50 84,457 56.67599 1,175.68
26/03/2021 99,911 70,756 73,471 91,040.90 84,174 56.64338 1,162.21
25/03/2021 98,133 71,495 73,626 92,069.10 85,212 56.66141 1,163.10
24/03/2021 95,911 71,865 73,316 92,256.00 85,023 56.63925 1,161.81
23/03/2021 94,667 72,974 74,167 93,658.10 86,627 56.68683 1,183.45
22/03/2021 95,378 73,417 75,096 94,218.90 85,400 56.70451 1,194.43
19/03/2021 96,356 72,308 72,929 95,060.20 85,778 56.68352 1,194.05
18/03/2021 94,756 73,713 75,484 95,808.00 86,627 56.73814 1,200.94
17/03/2021 93,067 73,417 74,013 93,938.50 87,571 56.68758 1,186.09
16/03/2021 93,689 73,565 74,090 94,405.90 85,212 56.67495 1,179.90
15/03/2021 94,222 73,787 74,555 95,527.50 85,967 56.71053 1,184.56
12/3/2021 94,133 73,861 74,167 95,527.50 85,967 56.70537 1,181.56
11/3/2021 94,133 73,935 74,555 96,088.40 87,477 56.73485 1,181.73
10/3/2021 94,222 73,861 73,935 94,499.40 86,816 56.70219 1,170.08
9/3/2021 92,711 72,604 73,548 93,938.50 88,420 56.67596 1,161.97
8/3/2021 94,222 71,865 73,703 95,527.50 89,647 56.71456 1,168.27
5/3/2021 94,489 72,752 74,632 96,275.30 87,288 56.72331 1,168.69
4/3/2021 95,022 73,935 75,329 96,649.20 85,778 56.74079 1,168.52
3/3/2021 95,022 75,044 76,180 97,677.40 85,872 56.77859 1,186.95
2/3/2021 96,178 76,005 76,877 98,051.30 85,872 56.81633 1,186.61
1/3/2021 96,444 76,153 76,800 98,705.60 86,722 56.83654 1,186.17
26/02/2021 96,889 75,118 76,025 97,957.80 84,268 56.78100 1,168.47
25/02/2021 96,800 76,005 76,025 97,770.80 84,174 56.78880 1,165.43
24/02/2021 96,178 76,005 75,948 98,892.50 83,136 56.78034 1,162.01
23/02/2021 97,778 77,853 77,419 100,014.20 84,362 56.86596 1,177.64
22/02/2021 97,511 78,223 77,884 100,481.50 83,230 56.86511 1,175.04
19/02/2021 96,889 76,227 78,425 100,948.90 83,891 56.85233 1,173.50
18/02/2021 97,778 76,301 78,967 101,883.60 85,023 56.89194 1,174.38
17/02/2021 96,000 74,674 77,419 101,603.20 82,003 56.79332 1,155.78
9/2/2021 94,400 71,569 75,251 100,948.90 76,719 56.63257 1,114.93
8/2/2021 89,778 70,016 72,851 98,425.10 74,548 56.47400 1,083.18
5/2/2021 95,556 73,417 77,419 102,444.40 76,625 56.71212 1,126.91
4/2/2021 93,333 72,752 76,567 101,696.60 76,436 56.65862 1,112.19
3/2/2021 95,556 71,865 76,567 102,537.90 75,492 56.66570 1,111.29
2/2/2021 94,133 69,795 74,709 99,453.30 72,189 56.52162 1,075.53
1/2/2021 88,000 65,284 70,529 95,994.90 70,963 56.27734 1,035.51
29/01/2021 88,356 69,129 72,000 96,088.40 72,001 56.37474 1,056.61
28/01/2021 82,667 64,619 70,142 89,825.80 69,358 56.10978 1,023.94
27/01/2021 88,889 69,425 75,406 96,555.70 74,548 56.47086 1,097.17
26/01/2021 90,222 72,456 78,116 99,733.70 78,606 56.64918 1,136.12
25/01/2021 93,156 73,565 79,355 101,135.80 79,927 56.74273 1,166.05
22/01/2021 93,333 73,417 79,742 101,603.20 81,720 56.77428 1,166.78
21/01/2021 93,422 73,196 79,742 103,098.70 82,570 56.79717 1,164.21
20/01/2021 91,822 72,086 76,722 101,883.60 81,626 56.70266 1,134.68
19/01/2021 91,289 71,569 76,645 100,668.50 80,210 56.65913 1,131.00
18/01/2021 98,044 74,674 79,974 105,902.80 85,495 56.93001 1,191.94
15/01/2021 98,844 75,118 79,896 106,463.70 86,438 56.95934 1,194.20
14/01/2021 98,133 73,639 80,438 105,715.90 86,910 56.93739 1,187.40
13/01/2021 98,756 74,600 81,135 107,024.50 87,760 56.98735 1,186.05
12/1/2021 101,689 76,449 81,755 108,707.00 88,326 57.07074 1,192.28
11/1/2021 101,156 76,227 80,903 108,333.10 88,043 57.04544 1,184.89
8/1/2021 99,378 71,273 81,135 104,687.70 87,477 56.92270 1,167.69
7/1/2021 97,867 70,090 82,838 103,192.20 87,477 56.89702 1,156.49
6/1/2021 97,956 70,090 81,290 102,631.30 85,306 56.84849 1,143.21
5/1/2021 97,511 70,682 76,877 103,566.10 84,929 56.80116 1,132.55
4/1/2021 96,000 68,020 76,645 101,229.30 83,796 56.70788 1,120.47
31/12/2020 96,178 66,172 75,793 100,766.20 81,720 56.64134 1,103.87
30/12/2020 96,444 66,689 75,793 100,766.20 82,003 56.65534 1,097.54
29/12/2020 94,667 66,763 76,800 101,136.70 82,192 56.65703 1,099.49
28/12/2020 94,133 64,841 75,871 100,673.60 82,003 56.60310 1,091.33
25/12/2020 94,133 64,767 75,561 100,951.40 79,455 56.56905 1,084.42
24/12/2020 93,956 63,806 75,329 100,673.60 79,172 56.54282 1,067.52
23/12/2020 93,956 64,619 75,484 102,062.80 79,927 56.58073 1,078.90
22/12/2020 93,956 64,249 75,793 101,785.00 80,493 56.58341 1,083.45
21/12/2020 94,578 64,397 76,567 102,803.80 81,437 56.62409 1,081.08
18/12/2020 93,067 63,066 75,948 102,248.10 80,116 56.55720 1,067.46
17/12/2020 93,067 62,623 73,721 102,248.10 79,361 56.51093 1,051.77
16/12/2020 95,111 63,732 76,716 103,359.50 80,965 56.62085 1,066.99
15/12/2020 95,111 63,584 75,103 102,989.00 80,588 56.58902 1,055.27
14/12/2020 96,800 64,323 76,716 105,026.60 82,098 56.67758 1,064.09
11/12/2020 94,933 62,845 74,643 104,285.60 81,248 56.58998 1,045.96
10/12/2020 93,244 61,810 74,643 103,729.90 79,644 56.53014 1,030.91
9/12/2020 94,222 62,845 74,105 101,599.80 81,248 56.54913 1,039.13
8/12/2020 93,333 62,401 71,494 101,136.70 81,248 56.49212 1,029.26
7/12/2020 94,044 62,623 71,494 101,877.60 81,437 56.51289 1,029.98
4/12/2020 94,044 62,771 69,958 100,951.40 80,682 56.47508 1,021.49
3/12/2020 94,044 62,771 71,801 101,414.50 79,739 56.49391 1,019.80
2/12/2020 93,333 62,993 71,801 100,951.40 79,267 56.47933 1,014.32
1/12/2020 93,333 61,588 70,649 101,599.80 78,795 56.44103 1,008.87
30/11/2020 92,356 61,070 71,417 100,210.50 78,795 56.41911 1,003.08
27/11/2020 93,511 61,366 72,569 101,692.40 78,795 56.46705 1,010.22
26/11/2020 94,311 61,144 72,185 101,785.00 78,606 56.46515 1,005.97
25/11/2020 93,867 61,736 71,801 102,340.70 78,040 56.46295 999.94
24/11/2020 92,444 61,957 70,957 101,507.10 77,851 56.42882 995.76
23/11/2020 92,267 59,591 70,342 102,433.30 78,795 56.40040 994.19
20/11/2020 92,267 58,039 71,033 102,711.20 77,191 56.36593 990
19/11/2020 92,444 57,300 69,267 101,599.80 77,474 56.32263 983.26
18/11/2020 93,244 57,152 67,270 101,321.90 75,492 56.27075 973.53
17/11/2020 94,222 57,891 67,270 99,654.80 71,246 56.21956 968.9
16/11/2020 90,667 56,634 65,888 99,191.70 68,415 56.09318 950.79
13/11/2020 95,467 57,891 66,733 99,469.60 69,358 56.19595 966.29
12/11/2020 94,933 57,078 66,349 99,099.10 69,264 56.16534 959.28
11/11/2020 94,044 56,634 65,197 99,562.20 69,075 56.13254 952.22
10/11/2020 93,867 57,226 65,351 99,562.20 68,132 56.12967 951.9
9/11/2020 94,311 57,669 65,658 100,766.20 67,377 56.14766 951.99
6/11/2020 93,422 55,969 65,274 100,766.20 66,811 56.09397 938.29
5/11/2020 92,889 55,969 65,274 100,766.20 67,471 56.09807 937.75
4/11/2020 92,000 56,117 65,274 100,025.30 67,849 56.08931 939.76
3/11/2020 92,800 56,043 65,274 99,747.40 66,244 56.06992 935.41
2/11/2020 94,667 56,117 65,888 99,654.80 65,773 56.09246 933.68
30/10/2020 94,667 56,190 63,738 100,025.30 66,433 56.07428 925.47
29/10/2020 89,511 56,338 64,199 99,006.50 66,999 56.02636 919.08
28/10/2020 89,067 55,895 64,660 99,469.60 67,849 56.03792 921.05
27/10/2020 93,956 57,373 66,042 101,507.10 67,943 56.16027 946.47
26/10/2020 93,422 58,039 66,042 102,340.70 67,943 56.17429 950.8
23/10/2020 92,444 58,778 67,194 101,877.60 69,358 56.20978 961.26
22/10/2020 88,978 57,300 66,503 98,821.30 69,547 56.10803 949.9
21/10/2020 86,489 56,486 66,195 98,543.40 68,226 56.03871 939.03
20/10/2020 86,933 56,338 67,347 98,358.20 68,509 56.06072 944.42
19/10/2020 86,844 56,264 67,194 99,747.40 69,830 56.08923 943.69
16/10/2020 86,756 56,930 67,731 99,469.60 71,151 56.12390 943.3
15/10/2020 86,667 57,300 68,038 99,562.20 70,774 56.12949 942.76
14/10/2020 84,444 58,039 67,731 99,469.60 70,963 56.11353 940.18
13/10/2020 83,644 57,743 66,426 99,191.70 70,774 56.07398 929.86
12/10/2020 83,467 57,300 65,965 99,099.10 70,774 56.05626 925.83
9/10/2020 83,200 56,930 65,120 98,821.30 70,113 56.02150 924
8/10/2020 82,044 56,634 65,120 99,006.50 70,396 56.00820 918.84
7/10/2020 82,222 56,782 65,274 100,025.30 69,925 56.01886 919.72
6/10/2020 81,600 56,264 64,429 99,099.10 68,415 55.95794 915.67
5/10/2020 82,933 56,190 64,122 99,377.00 68,415 55.97085 914.68
2/10/2020 83,556 56,117 64,506 100,025.30 67,849 55.98120 909.91
1/10/2020 82,222 57,004 65,120 101,229.30 68,320 56.00914 914.09
30/09/2020 81,333 55,821 64,583 100,858.80 67,282 55.95004 905.21
29/09/2020 81,333 55,673 64,967 101,136.70 67,471 55.95887 903.98
28/09/2020 82,489 56,634 66,042 97,735.60 68,132 55.98205 912.5
25/09/2020 82,489 57,004 66,042 97,278.50 68,981 55.99626 908.27
24/09/2020 82,667 57,004 66,119 96,973.80 69,358 56.00190 908.58
23/09/2020 84,000 57,300 65,581 98,421.20 68,603 56.01877 912.5
22/09/2020 84,089 56,782 64,506 98,725.90 67,849 55.98626 906.19
21/09/2020 85,333 57,004 63,738 99,106.80 68,698 56.00916 907.94
18/09/2020 83,556 56,856 63,661 96,288.20 68,415 55.95133 900.95
17/09/2020 83,556 56,708 63,354 94,840.90 67,660 55.91764 894.04
16/09/2020 84,889 57,078 63,661 94,612.30 67,943 55.94657 897.47
15/09/2020 84,444 56,782 63,354 95,069.40 68,226 55.94026 896.26
14/09/2020 82,756 57,300 63,738 94,612.30 67,377 55.91785 894.57
11/9/2020 80,978 57,447 63,200 94,307.60 67,754 55.89257 888.97
10/9/2020 80,444 57,743 63,047 94,993.20 67,943 55.89869 888.82
9/9/2020 80,444 58,113 63,124 94,307.60 67,660 55.89489 889.32
8/9/2020 80,444 58,039 63,354 94,612.30 67,943 55.90465 890.14
7/9/2020 81,333 58,482 64,199 95,983.50 67,943 55.95088 888.25
4/9/2020 83,556 59,148 65,197 95,221.80 70,396 56.03209 901.54
3/9/2020 84,000 58,852 66,195 94,993.20 71,529 56.06113 903.97
1/9/2020 82,400 58,187 63,738 93,850.60 71,151 55.97531 891.73
31/08/2020 80,000 58,039 63,738 92,174.70 69,925 55.90781 881.65
28/08/2020 79,911 58,113 64,045 90,879.60 70,019 55.89997 878.98
27/08/2020 80,889 58,039 64,122 89,279.90 68,887 55.87800 874.71
26/08/2020 80,889 58,778 64,122 89,203.70 69,358 55.89661 873.47
25/08/2020 80,889 58,852 64,429 89,356.10 69,641 55.90843 874.12
24/08/2020 79,111 59,148 64,429 88,746.70 68,887 55.87349 868.68
21/08/2020 76,533 58,778 63,661 88,061.10 67,943 55.80054 854.78
20/08/2020 76,444 59,148 63,738 87,756.40 66,999 55.78940 848.21
19/08/2020 76,889 59,148 63,738 87,832.50 68,037 55.81145 851.21
18/08/2020 76,889 58,852 63,200 88,061.10 67,849 55.79778 846.43
17/08/2020 77,956 58,926 63,200 89,127.60 67,943 55.82625 850.15
14/08/2020 77,689 58,926 62,970 88,899.00 68,226 55.82076 850.74
13/08/2020 78,222 58,704 63,738 88,670.50 68,509 55.83751 855.05
12/8/2020 77,689 58,704 63,047 88,061.10 67,188 55.79340 846.92
11/8/2020 77,778 58,704 63,047 87,223.10 66,056 55.76800 843.08
10/8/2020 78,400 58,852 62,893 87,223.10 66,527 55.78314 843.2
7/8/2020 77,778 58,852 63,661 87,984.90 66,244 55.79174 841.46
6/8/2020 77,778 58,852 63,584 87,451.70 65,584 55.77444 840.04
5/8/2020 77,333 58,852 63,508 85,394.90 64,735 55.73068 837.8
4/8/2020 78,222 58,409 62,893 84,785.50 64,263 55.71034 827.57
3/8/2020 77,867 58,039 60,513 83,185.70 63,413 55.62850 814.65
31/07/2020 77,778 57,447 58,670 81,509.80 61,809 55.54020 798.39
30/07/2020 75,644 56,634 59,438 83,033.40 61,809 55.52965 801.13
29/07/2020 74,222 54,712 59,514 80,748.10 59,922 55.41851 790.84
28/07/2020 75,733 56,043 60,282 83,719.00 63,980 55.57718 813.36
27/07/2020 75,556 52,420 59,130 78,767.40 60,394 55.37007 785.17
24/07/2020 78,222 56,190 62,202 84,633.10 64,451 55.66168 829.16
23/07/2020 80,000 58,261 63,354 86,994.60 67,094 55.80641 856.75
22/07/2020 79,822 57,300 63,354 86,918.40 66,244 55.77393 855.08
21/07/2020 80,178 58,261 63,354 88,365.80 66,999 55.82286 861.69
20/07/2020 80,178 58,556 63,124 88,137.30 66,905 55.82028 861.4
17/07/2020 81,333 59,518 63,584 88,975.20 67,849 55.88161 872.02
16/07/2020 82,667 60,257 64,122 89,508.50 68,132 55.92878 876.83
15/07/2020 80,444 59,961 64,122 88,365.80 68,037 55.88236 869.91
14/07/2020 81,156 59,518 63,738 87,756.40 68,132 55.87222 868.11
13/07/2020 81,156 58,482 63,661 87,451.70 67,377 55.83883 868.72
10/7/2020 81,244 58,704 63,508 87,832.50 66,837 55.83760 871.21
9/7/2020 80,889 59,739 64,199 88,289.60 67,647 55.87875 876.46
8/7/2020 80,711 59,444 63,738 87,984.90 65,578 55.82987 864.5
7/7/2020 80,889 59,739 64,045 88,365.80 65,128 55.83926 863.42
6/7/2020 81,244 59,739 63,661 88,746.70 65,128 55.84193 861.16
3/7/2020 80,178 57,521 63,738 86,918.40 63,239 55.74185 847.61
2/7/2020 79,911 56,856 63,431 86,080.50 63,419 55.71521 842.38
1/7/2020 80,889 56,856 63,508 87,375.50 63,868 55.75058 843.49
30/06/2020 79,111 55,821 61,665 92,697.00 62,069 55.71108 825.11
29/06/2020 79,111 56,309 62,586 92,039.00 62,699 55.73758 829.36
26/06/2020 81,333 57,527 63,968 94,095.00 64,948 55.86586 851.98
25/06/2020 83,022 57,451 64,276 94,501.00 65,128 55.89697 854.59
24/06/2020 84,178 57,603 65,043 95,069.00 65,308 55.93405 859.71
23/06/2020 83,733 59,125 66,042 94,176.00 66,477 55.97838 868.2
22/06/2020 86,133 59,581 65,658 93,689.00 65,758 55.99243 871.28
19/06/2020 86,489 58,212 65,581 93,364.00 65,308 55.96179 868.56
18/06/2020 80,889 58,212 65,274 93,527.00 64,948 55.88638 855.27
17/06/2020 81,689 57,831 64,660 93,851.00 65,578 55.89331 854.44
16/06/2020 83,022 56,994 64,276 94,988.00 65,758 55.90375 856.13
15/06/2020 79,111 53,265 62,970 90,929.00 64,858 55.70985 832.47
12/6/2020 81,600 57,070 65,735 95,800.00 67,107 55.93907 863.52
11/6/2020 82,667 58,212 67,578 99,291.00 65,308 56.00814 867.37
10/6/2020 84,978 58,973 68,806 99,859.00 70,165 56.14415 900
9/6/2020 85,511 59,049 68,730 101,483.00 78,400 56.27769 899.43
8/6/2020 85,333 59,201 68,653 99,697.00 79,000 56.26692 899.92
5/6/2020 84,445 58,820 68,346 96,774.00 77,000 56.19013 886.22
4/6/2020 85,333 58,973 68,346 95,637.00 78,000 56.20427 883.9
3/6/2020 86,045 59,277 67,501 94,663.00 78,000 56.19504 881.17
2/6/2020 85,956 59,201 66,503 94,176.00 76,400 56.15195 874.8
1/6/2020 86,400 60,190 66,426 94,257.00 75,300 56.15886 878.67
29/05/2020 86,222 58,288 65,427 93,364.00 74,400 56.08799 864.47
28/05/2020 86,222 57,070 64,890 93,202.00 73,900 56.05016 861.39
27/05/2020 86,133 56,842 63,661 93,364.00 75,000 56.04251 857.48
26/05/2020 86,133 58,135 63,354 95,475.00 74,900 56.08119 869.13
25/05/2020 86,311 58,440 62,279 95,475.00 73,700 56.05523 859.04
22/05/2020 85,689 58,212 62,202 92,877.00 73,900 56.01797 852.74
21/05/2020 87,111 59,353 62,356 93,364.00 75,000 56.07632 862.73
20/05/2020 85,867 58,668 61,127 92,552.00 74,200 56.01096 852.91
19/05/2020 85,778 55,700 60,666 91,416.00 74,800 55.94614 845.92
18/05/2020 85,778 54,711 60,282 90,198.00 73,500 55.89093 837.01
15/05/2020 86,222 54,483 58,363 89,954.00 70,900 55.82084 827.03
14/05/2020 85,333 53,722 58,363 91,741.00 71,500 55.82451 832.4
13/05/2020 84,445 54,331 58,055 92,309.00 72,400 55.83871 834.21
12/5/2020 86,222 55,929 58,055 92,471.00 73,200 55.90127 835.32
11/5/2020 86,667 55,929 57,211 88,087.00 73,000 55.84046 828.33
8/5/2020 86,667 53,950 56,443 85,246.00 69,600 55.71044 813.73
7/5/2020 85,333 51,439 53,525 83,947.00 68,700 55.56582 796.54
6/5/2020 84,445 50,983 51,912 82,404.00 68,600 55.49585 782.59
5/5/2020 82,400 48,396 51,298 81,592.00 65,500 55.35121 764.16
4/5/2020 81,600 49,385 51,758 79,238.00 63,800 55.31504 762.47
29/04/2020 81,689 48,396 52,219 80,374.00 63,400 55.31271 769.11
28/04/2020 81,778 49,156 51,451 81,592.00 62,800 55.32010 767.21
27/04/2020 81,778 49,080 51,298 83,460.00 64,200 55.36026 770.77
24/04/2020 82,667 49,461 52,910 83,460.00 65,100 55.42367 776.66
23/04/2020 82,667 50,678 53,141 78,020.00 65,100 55.38493 773.91
22/04/2020 82,222 49,765 53,217 79,157.00 63,500 55.35236 768.92
21/04/2020 82,667 51,744 54,907 78,588.00 64,500 55.43643 766.84
20/04/2020 85,511 52,124 55,214 81,186.00 68,800 55.58021 794.97
17/04/2020 85,422 52,124 54,830 80,618.00 67,700 55.54905 789.6
16/04/2020 85,245 51,363 54,676 80,618.00 67,400 55.52502 780.7
15/04/2020 85,333 51,591 54,446 80,537.00 66,600 55.51332 777.22
14/04/2020 84,978 51,744 53,678 80,374.00 67,000 55.50186 767.41
13/04/2020 85,333 51,211 54,369 80,456.00 68,000 55.52430 765.79
10/4/2020 84,445 51,059 54,216 80,862.00 67,100 55.49976 757.94
9/4/2020 85,333 52,505 54,523 81,267.00 67,000 55.54730 760.33
8/4/2020 83,556 53,265 51,835 80,374.00 62,700 55.41269 748.02
7/4/2020 86,489 50,222 52,373 79,969.00 62,900 55.39682 746.69
6/4/2020 86,489 46,950 52,219 78,101.00 63,000 55.30446 736.75
3/4/2020 80,889 43,906 50,299 77,127.00 59,200 55.05827 701.8
1/4/2020 76,445 41,699 49,915 76,315.00 56,100 54.87815 680.23
31/03/2020 74,133 41,851 47,612 73,880.00 54,800 54.74797 662.53
30/03/2020 72,356 42,460 46,844 74,042.00 54,600 54.72043 662.26
27/03/2020 77,156 45,656 49,224 76,396.00 58,200 55.00194 696.06
26/03/2020 72,711 46,417 48,533 76,315.00 58,700 54.95249 694.21
25/03/2020 68,000 44,971 47,612 74,691.00 60,100 54.83676 690.25
24/03/2020 63,556 42,080 44,540 69,901.00 56,200 54.50265 659.21
23/03/2020 68,267 45,200 43,925 67,953.00 53,900 54.56173 666.59
20/03/2020 73,333 48,548 47,228 73,068.00 57,900 54.92143 709.73
19/03/2020 78,845 52,124 50,683 72,256.00 55,300 55.07846 725.94
18/03/2020 79,111 52,885 53,217 77,127.00 58,000 55.25802 747.66
17/03/2020 78,667 53,189 51,835 77,939.00 59,800 55.27285 745.78
16/03/2020 82,222 54,635 51,528 78,751.00 59,300 55.33990 747.86
13/03/2020 82,222 54,787 54,523 80,456.00 57,000 55.38104 761.78
12/3/2020 81,600 54,787 55,060 81,917.00 59,400 55.44248 769.25
11/3/2020 86,222 58,212 59,130 82,485.00 63,800 55.70790 811.35
10/3/2020 86,845 58,212 61,357 82,566.00 68,500 55.82413 837.5
9/3/2020 86,845 57,298 60,359 78,751.00 72,100 55.79582 835.49
6/3/2020 93,333 61,560 64,890 84,596.00 77,500 56.15582 891.44
5/3/2020 93,867 61,636 63,815 84,840.00 78,100 56.15665 893.31
4/3/2020 93,778 61,255 62,740 85,083.00 78,100 56.13537 889.37
3/3/2020 93,778 61,255 63,124 85,489.00 80,000 56.17027 890.61
2/3/2020 93,689 61,255 62,817 84,840.00 79,000 56.14424 884.43
28/02/2020 93,689 61,179 63,277 84,840.00 75,800 56.10895 882.19
27/02/2020 93,867 61,484 64,506 87,194.00 79,000 56.20377 898.44
26/02/2020 94,133 61,560 65,274 85,246.00 79,900 56.20841 895.97
25/02/2020 95,111 63,234 66,195 87,681.00 83,000 56.32581 909.67
24/02/2020 95,378 63,919 66,963 86,382.00 83,900 56.34679 903.34
21/02/2020 97,689 65,517 68,346 88,087.00 85,400 56.45313 933.09
20/02/2020 97,778 66,125 68,730 86,382.00 85,300 56.44816 938.13
19/02/2020 93,333 65,440 68,730 86,382.00 85,300 56.39122 928.76
18/02/2020 92,889 65,440 68,653 85,652.00 86,000 56.38502 927.93
17/02/2020 96,000 65,973 68,653 87,275.00 87,300 56.45985 934.77
14/02/2020 97,778 66,658 68,576 86,545.00 88,500 56.49266 937.45
13/02/2020 99,911 65,440 68,576 86,788.00 87,500 56.48724 938.24
12/2/2020 99,556 65,821 68,653 87,032.00 86,000 56.47612 937.68
11/2/2020 100,800 65,593 68,499 87,032.00 85,600 56.47816 934.67
10/2/2020 101,067 65,593 68,269 88,493.00 86,800 56.50801 930.73
7/2/2020 101,689 66,201 69,114 89,467.00 86,000 56.53737 940.75
6/2/2020 101,689 66,049 68,653 87,275.00 85,900 56.50241 938.54
5/2/2020 101,778 65,440 68,269 86,545.00 81,600 56.42865 925.91
4/2/2020 102,045 65,212 68,960 85,246.00 82,000 56.42762 929.09
3/2/2020 102,045 64,832 68,115 87,925.00 83,200 56.45492 928.14
31/01/2020 102,045 66,582 68,115 88,087.00 86,500 56.52229 936.62
30/01/2020 102,133 66,506 68,269 94,663.00 92,000 56.65791 959.58
22/01/2020 102,133 68,028 71,724 98,479.00 94,900 56.80046 991.46
21/01/2020 102,133 66,582 72,185 98,235.00 94,900 56.78291 986.37
20/01/2020 102,133 65,440 72,185 96,612.00 93,400 56.73301 978.63
17/01/2020 102,133 65,440 72,569 96,287.00 93,200 56.73280 978.96
16/01/2020 102,222 65,517 68,730 95,962.00 93,300 56.67819 974.31
15/01/2020 102,222 65,669 68,576 95,637.00 94,000 56.68235 967.56
14/01/2020 102,222 65,669 68,653 95,637.00 94,900 56.69300 967
13/01/2020 102,133 65,669 68,653 95,313.00 95,300 56.69294 965.84
10/1/2020 102,045 64,299 68,730 96,531.00 95,900 56.69109 968.54
9/1/2020 101,956 63,386 68,115 96,287.00 95,200 56.65707 960.15
8/1/2020 101,600 62,777 66,810 96,449.00 97,000 56.64499 948.98
7/1/2020 101,956 63,766 67,424 96,206.00 97,100 56.67177 958.88
6/1/2020 101,778 63,462 67,194 95,313.00 97,800 56.65969 955.79
3/1/2020 102,489 64,832 69,037 96,043.00 94,800 56.69154 965.14
2/1/2020 102,222 64,603 69,728 95,719.00 94,600 56.68986 966.67

Thống kê mô tả các biến

Note that the echo = FALSE parameter was added to the code chunk to prevent printing of the R code that generated the plot.