nseopen

Introduction

NSE pre market open data. Pre market is from 09.00 hrs to 09.08 hrs (IST). The function returns a dataframe of pre open market and message with number of advances and declines.

# For Nifty 50 stocks
library(nser)
nseopen()
#> 
#> Advances - 43
#> 
#> Declines - 5
#> 
#> No Change - 2
#>        SYMBOL     Price Change %Change Prev.Close Quantity Value(in lakhs)
#> 1       TECHM  1,290.40  25.80    2.04   1,264.60   38,918          502.20
#> 2    DIVISLAB  4,980.00  64.00    1.30   4,916.00    4,519          225.05
#> 3   POWERGRID    177.00   2.00    1.14     175.00   60,436          106.97
#> 4        ONGC    116.00  -0.65   -0.56     116.65   45,116           52.33
#> 5    RELIANCE  2,081.00  -8.05   -0.39   2,089.05   43,720          909.81
#> 6    HINDALCO    441.95  -0.20   -0.05     442.15   49,180          217.35
#> 7   ICICIBANK    697.40  -0.25   -0.04     697.65   26,755          186.59
#> 8    HDFCBANK  1,492.00  -0.65   -0.04   1,492.65   11,607          173.18
#> 9   COALINDIA    147.50   1.40    0.96     146.10   62,051           91.53
#> 10 ASIANPAINT  2,994.65  28.20    0.95   2,966.45    9,282          277.96
#> 11 ULTRACEMCO  7,598.00  70.35    0.93   7,527.65      945           71.80
#> 12     GRASIM  1,545.00  14.00    0.91   1,531.00    2,135           32.99
#> 13    HCLTECH  1,057.80   7.85    0.75   1,049.95    6,818           72.12
#> 14   SHREECEM 28,599.00 212.40    0.75  28,386.60      100           28.60
#> 15       NTPC    118.50   0.85    0.72     117.65   19,677           23.32
#> 16       INFY  1,661.00  10.80    0.65   1,650.20   20,608          342.30
#> 17      CIPLA    912.10   5.80    0.64     911.30   14,027          127.94
#> 18         LT  1,620.00   9.65    0.60   1,610.35    5,120           82.94
#> 19   JSWSTEEL    761.85   4.50    0.59     757.35   17,958          136.81
#> 20 HEROMOTOCO  2,850.00  16.20    0.57   2,833.80    1,449           41.30
#> 21  EICHERMOT  2,746.00  15.65    0.57   2,747.35    1,493           41.00
#> 22       SBIN    437.90   2.25    0.52     435.65   56,999          249.60
#> 23  SUNPHARMA    789.15   3.95    0.50     785.20   13,517          106.67
#> 24        M&M    762.00   3.75    0.49     758.25    8,561           65.23
#> 25     MARUTI  7,135.00  34.20    0.48   7,100.80      797           56.87
#> 26 ADANIPORTS    714.00   3.30    0.46     710.70   13,413           95.77
#> 27        UPL    780.80   3.50    0.45     777.30    2,933           22.90
#> 28  BRITANNIA  3,619.90  15.90    0.44   3,604.00      670           24.25
#> 29        TCS  3,323.90  14.10    0.43   3,309.80    6,800          226.03
#> 30       BPCL    457.50   1.90    0.42     455.60    4,465           20.43
#> 31  TATASTEEL  1,434.00   5.15    0.36   1,428.85   12,930          185.42
#> 32 BHARTIARTL    610.00   2.10    0.35     607.90   33,539          204.59
#> 33        ITC    215.00   0.75    0.35     214.25   44,489           95.65
#> 34 HINDUNILVR  2,379.45   7.95    0.34   2,371.50    2,987           71.07
#> 35      WIPRO    600.00   2.00    0.33     598.00   32,050          192.30
#> 36        IOC    106.20   0.30    0.28     105.90   53,318           56.62
#> 37  NESTLEIND 18,070.00  49.35    0.27  18,020.65       60           10.84
#> 38 TATACONSUM    783.45   2.10    0.27     781.35    5,126           40.16
#> 39 BAJAJ-AUTO  3,858.15  10.30    0.27   3,847.85      735           28.36
#> 40 TATAMOTORS    300.75   0.70    0.23     300.05   50,729          152.57
#> 41    DRREDDY  4,795.00   8.70    0.18   4,786.30      525           25.17
#> 42 INDUSINDBK  1,031.00   1.50    0.15   1,029.50    3,983           41.06
#> 43       HDFC  2,632.05   3.95    0.15   2,628.10    3,915          103.04
#> 44   HDFCLIFE    674.15   0.75    0.11     673.40    2,370           15.98
#> 45    SBILIFE  1,151.25   0.55    0.05   1,150.70    2,458           28.30
#> 46   AXISBANK    741.00   0.15    0.02     740.85    9,535           70.65
#> 47 BAJFINANCE  6,225.00   0.70    0.01   6,224.30    1,270           79.06
#> 48 BAJAJFINSV 14,007.60   1.95    0.01  14,005.65      184           25.77
#> 49  KOTAKBANK  1,777.20   0.00    0.00   1,777.20    2,718           48.30
#> 50      TITAN  1,787.75   0.00    0.00   1,787.75    1,732           30.96
#>    FFM Caps(crs.) 52 Week High 52 Week Low
#> 1       78,424.52     1,273.00      649.15
#> 2       62,642.09     5,045.20    2,662.70
#> 3       59,814.51       188.63      115.95
#> 4       42,557.20       128.50       64.10
#> 5     6,75,414.10     2,369.35    1,830.00
#> 6       64,575.36       474.00      154.40
#> 7     4,83,097.51       717.40      333.75
#> 8     6,51,394.46     1,641.00    1,020.20
#> 9       30,612.74       165.00      109.55
#> 10    1,33,734.38     3,179.50    1,720.10
#> 11      86,915.59     7,911.00    3,753.90
#> 12      58,436.00     1,614.20      610.70
#> 13    1,13,968.51     1,073.00      677.05
#> 14      37,895.76    32,048.00   18,183.55
#> 15      55,899.83       122.00       78.10
#> 16    6,11,779.71     1,679.90      912.10
#> 17      46,308.25       997.00      704.40
#> 18    1,94,523.87     1,647.15      843.00
#> 19      73,227.28       776.50      232.50
#> 20      36,800.70     3,629.05    2,670.10
#> 21      38,305.78     3,037.00    2,006.67
#> 22    1,67,184.30       467.45      175.50
#> 23      84,778.10       804.35      452.25
#> 24      72,584.11       952.05      567.50
#> 25      94,380.44     8,329.00    6,270.15
#> 26      52,238.63       901.00      312.10
#> 27      42,760.26       864.70      399.00
#> 28      42,536.38     4,005.00    3,317.30
#> 29    3,42,807.37     3,399.65    2,216.45
#> 30      42,497.40       493.90      325.00
#> 31    1,11,673.94     1,481.80      342.75
#> 32    1,43,559.95       623.00      394.00
#> 33    1,87,239.06       239.20      163.35
#> 34    2,11,737.90     2,533.95    2,000.05
#> 35      88,467.55       614.50      268.00
#> 36      26,917.90       117.85       71.65
#> 37      64,286.53    18,844.00   15,100.00
#> 38      46,803.54       798.35      449.05
#> 39      50,104.84     4,361.40    2,822.45
#> 40      53,797.95       360.75      115.50
#> 41      58,120.69     5,614.60    4,135.00
#> 42      62,140.30     1,119.50      485.00
#> 43    4,73,818.17     2,896.00    1,623.00
#> 44      55,830.08       746.00      555.95
#> 45      50,636.34     1,175.70      755.25
#> 46    1,90,745.14       799.00      400.15
#> 47    1,65,305.90     6,477.45    3,006.90
#> 48      84,695.29    14,925.00    5,400.00
#> 49    2,60,709.40     2,049.00    1,230.60
#> 50      74,595.57     1,858.65    1,048.55

# For F&O stocks 
library(nser)
nseopen("fo")
#> 
#> Advances - 123
#> 
#> Declines - 29
#> 
#> No Change - 10
#>         SYMBOL     Price Change %Change Prev.Close  Quantity Value(in lakhs)
#> 1          BEL    165.00 -10.40   -5.93     175.40  1,26,362          208.50
#> 2   NATIONALUM     90.00  -4.20   -4.46      94.20  4,66,389          419.75
#> 3         ZEEL    190.00  -6.55   -3.33     196.55  4,34,392          825.34
#> 4         STAR    714.15 -18.65   -2.55     732.80     8,374           59.80
#> 5   BALKRISIND  2,390.00 -59.20   -2.42   2,449.20     3,407           81.43
#> 6       ASTRAL  2,219.00 -26.25   -1.17   2,245.25     1,840           40.83
#> 7   TORNTPOWER    470.00  -5.05   -1.06     475.05     4,621           21.72
#> 8   MUTHOOTFIN  1,531.00 -16.20   -1.05   1,547.20     3,143           48.12
#> 9   MANAPPURAM    205.30  -2.15   -1.04     207.45    11,027           22.64
#> 10        IDEA      7.30   0.20    2.82       7.10 36,86,146          269.09
#> 11      MARICO    536.85  12.50    2.38     524.35    16,501           88.59
#> 12  BANKBARODA     85.25   1.85    2.22      83.40  5,81,503          495.73
#> 13       TECHM  1,290.40  25.80    2.04   1,264.60    38,918          502.20
#> 14  TORNTPHARM  3,119.00  55.05    1.80   3,063.95     1,460           45.54
#> 15  METROPOLIS  2,930.00  43.40    1.50   2,886.60     1,440           42.19
#> 16  MOTHERSUMI    239.40   3.25    1.38     236.15    34,115           81.67
#> 17   TATAPOWER    137.00   1.85    1.37     135.15  6,59,789          903.91
#> 18    DIVISLAB  4,980.00  64.00    1.30   4,916.00     4,519          225.05
#> 19         LTI  4,822.90  60.35    1.27   4,762.55     2,504          120.77
#> 20   POWERGRID    177.00   2.00    1.14     175.00    60,436          106.97
#> 21     HAVELLS  1,247.00  14.10    1.14   1,232.90     8,540          106.49
#> 22  AMARAJABAT    738.75   7.45    1.02     731.30     9,356           69.12
#> 23  LALPATHLAB  3,935.00 -28.10   -0.71   3,963.10     1,620           63.75
#> 24  ICICIPRULI    646.95  -4.00   -0.61     650.95       500            3.23
#> 25        ONGC    116.00  -0.65   -0.56     116.65    45,116           52.33
#> 26  BANDHANBNK    302.50  -1.35   -0.44     303.85    13,656           41.31
#> 27  IDFCFIRSTB     49.00  -0.20   -0.41      49.20  1,18,737           58.18
#> 28    RELIANCE  2,081.00  -8.05   -0.39   2,089.05    43,720          909.81
#> 29         PEL  2,658.00  -8.35   -0.31   2,666.35     1,599           42.50
#> 30    CHOLAFIN    527.35  -1.45   -0.27     528.80     5,281           27.85
#> 31       CANBK    157.00  -0.35   -0.22     157.35     5,739            9.01
#> 32    BOSCHLTD 14,875.00 -26.30   -0.18  14,901.30        27            4.02
#> 33  FEDERALBNK     87.00  -0.15   -0.17      87.15    16,549           14.40
#> 34    CADILAHC    585.00  -0.80   -0.14     585.80     2,448           14.32
#> 35  AUROPHARMA    900.00  -1.30   -0.14     901.30     3,831           34.48
#> 36         CUB    153.00  -0.20   -0.13     153.20     3,924            6.00
#> 37    HINDALCO    441.95  -0.20   -0.05     442.15    49,180          217.35
#> 38    HDFCBANK  1,492.00  -0.65   -0.04   1,492.65    11,607          173.18
#> 39   ICICIBANK    697.40  -0.25   -0.04     697.65    26,755          186.59
#> 40  COROMANDEL    858.00  -0.30   -0.03     858.30       701            6.01
#> 41  INDUSTOWER    213.00  -0.05   -0.02     213.05     5,143           10.95
#> 42         SRF  8,905.55  -0.55   -0.01   8,906.10       165           14.69
#> 43   AMBUJACEM    407.85   3.95    0.98     403.90    19,362           78.97
#> 44       DABUR    590.95   5.75    0.98     585.20     9,871           58.33
#> 45       ALKEM  3,501.00  33.95    0.98   3,472.05     1,496           52.37
#> 46        LTTS  3,733.35  36.05    0.98   3,697.30       534           19.94
#> 47  NAVINFLUOR  3,699.95  35.80    0.98   3,664.15       261            9.66
#> 48         PVR  1,349.40  13.05    0.98   1,336.35     1,297           17.50
#> 49        GAIL    150.20   1.45    0.97     148.75    71,027          106.68
#> 50   COALINDIA    147.50   1.40    0.96     146.10    62,051           91.53
#> 51  ASIANPAINT  2,994.65  28.20    0.95   2,966.45     9,282          277.96
#> 52  ULTRACEMCO  7,598.00  70.35    0.93   7,527.65       945           71.80
#> 53     HDFCAMC  2,950.00  26.95    0.92   2,923.05     1,971           58.14
#> 54    AARTIIND    965.00   8.75    0.92     956.25    20,875          201.44
#> 55      GRASIM  1,545.00  14.00    0.91   1,531.00     2,135           32.99
#> 56  CUMMINSIND    909.05   8.15    0.90     900.90     1,373           12.48
#> 57     RBLBANK    179.00   1.45    0.82     177.55    17,732           31.74
#> 58       TRENT    926.35   7.00    0.76     919.35       617            5.72
#> 59  PIDILITIND  2,240.00  16.70    0.75   2,223.30       645           14.45
#> 60    SHREECEM 28,599.00 212.40    0.75  28,386.60       100           28.60
#> 61     HCLTECH  1,057.80   7.85    0.75   1,049.95     6,818           72.12
#> 62        NTPC    118.50   0.85    0.72     117.65    19,677           23.32
#> 63        SAIL    142.00   1.00    0.71     141.00  6,87,109          975.69
#> 64      COLPAL  1,654.65  11.45    0.70   1,643.20     1,410           23.33
#> 65     MPHASIS  2,713.25  18.60    0.69   2,694.65       508           13.78
#> 66    ADANIENT  1,546.70  10.05    0.65   1,536.65    16,820          260.15
#> 67        INFY  1,661.00  10.80    0.65   1,650.20    20,608          342.30
#> 68       CIPLA    912.10   5.80    0.64     911.30    14,027          127.94
#> 69         DLF    345.00   2.20    0.64     342.80    45,663          157.54
#> 70      CONCOR    694.80   4.45    0.64     690.35     2,021           14.04
#> 71     SIEMENS  2,098.80  13.25    0.64   2,085.55     1,733           36.37
#> 72    ASHOKLEY    135.00   0.85    0.63     134.15    36,319           49.03
#> 73    TATACHEM    828.75   5.10    0.62     823.65    15,676          129.91
#> 74          LT  1,620.00   9.65    0.60   1,610.35     5,120           82.94
#> 75     PAGEIND 32,780.00 195.65    0.60  32,584.35        52           17.05
#> 76       SUNTV    545.40   3.25    0.60     542.15     1,045            5.70
#> 77        NMDC    179.40   1.05    0.59     178.35    25,061           44.96
#> 78    JSWSTEEL    761.85   4.50    0.59     757.35    17,958          136.81
#> 79   EICHERMOT  2,746.00  15.65    0.57   2,747.35     1,493           41.00
#> 80  HEROMOTOCO  2,850.00  16.20    0.57   2,833.80     1,449           41.30
#> 81  BHARATFORG    784.00   4.40    0.56     779.60       851            6.67
#> 82  JINDALSTEL    424.05   2.35    0.56     421.70    13,391           56.78
#> 83   HINDPETRO    266.35   1.40    0.53     264.95     3,841           10.23
#> 84    EXIDEIND    172.85   0.90    0.52     171.95     8,276           14.31
#> 85        SBIN    437.90   2.25    0.52     435.65    56,999          249.60
#> 86  APOLLOHOSP  4,109.00  20.95    0.51   4,088.05     2,196           90.23
#> 87        VEDL    315.75   1.60    0.51     314.15    56,643          178.85
#> 88       IRCTC  2,500.40  12.80    0.51   2,487.60     4,746          118.67
#> 89      M&MFIN    156.50   0.80    0.51     155.70     6,994           10.95
#> 90   SUNPHARMA    789.15   3.95    0.50     785.20    13,517          106.67
#> 91         M&M    762.00   3.75    0.49     758.25     8,561           65.23
#> 92      MARUTI  7,135.00  34.20    0.48   7,100.80       797           56.87
#> 93  ADANIPORTS    714.00   3.30    0.46     710.70    13,413           95.77
#> 94         UPL    780.80   3.50    0.45     777.30     2,933           22.90
#> 95   DEEPAKNTR  2,129.80   9.35    0.44   2,120.45     2,402           51.16
#> 96      PFIZER  5,833.00  25.75    0.44   5,807.25        15            0.87
#> 97   BRITANNIA  3,619.90  15.90    0.44   3,604.00       670           24.25
#> 98         TCS  3,323.90  14.10    0.43   3,309.80     6,800          226.03
#> 99     ICICIGI  1,452.00   6.10    0.42   1,445.90       270            3.92
#> 100       BPCL    457.50   1.90    0.42     455.60     4,465           20.43
#> 101        MRF 79,489.95 330.30    0.42  79,159.65        41           32.59
#> 102     VOLTAS  1,052.20   4.30    0.41   1,047.90     2,286           24.05
#> 103 IBULHSGFIN    272.20   1.10    0.41     271.10    14,623           39.80
#> 104      ABFRL    213.10   0.85    0.40     212.25     2,080            4.43
#> 105  TATASTEEL  1,434.00   5.15    0.36   1,428.85    12,930          185.42
#> 106 BHARTIARTL    610.00   2.10    0.35     607.90    33,539          204.59
#> 107        ITC    215.00   0.75    0.35     214.25    44,489           95.65
#> 108 HINDUNILVR  2,379.45   7.95    0.34   2,371.50     2,987           71.07
#> 109 GODREJPROP  1,588.00   5.40    0.34   1,582.60       550            8.73
#> 110   MINDTREE  2,851.00   9.30    0.33   2,841.70       514           14.65
#> 111      WIPRO    600.00   2.00    0.33     598.00    32,050          192.30
#> 112      LUPIN  1,154.45   3.60    0.31   1,150.85       725            8.37
#> 113 SRTRANSFIN  1,320.00   4.05    0.31   1,315.95     1,473           19.44
#> 114     APLLTD    785.30   2.25    0.29     783.05       273            2.14
#> 115        IOC    106.20   0.30    0.28     105.90    53,318           56.62
#> 116        ACC  2,348.00   6.65    0.28   2,341.35       988           23.20
#> 117  GUJGASLTD    739.40   2.00    0.27     737.40     4,140           30.61
#> 118  NESTLEIND 18,070.00  49.35    0.27  18,020.65        60           10.84
#> 119 TATACONSUM    783.45   2.10    0.27     781.35     5,126           40.16
#> 120 BERGEPAINT    830.00   2.20    0.27     827.80     4,720           39.18
#> 121 BAJAJ-AUTO  3,858.15  10.30    0.27   3,847.85       735           28.36
#> 122 APOLLOTYRE    223.90   0.55    0.25     223.35     6,757           15.13
#> 123   GRANULES    379.45   0.90    0.24     378.55     3,186           12.09
#> 124 TATAMOTORS    300.75   0.70    0.23     300.05    50,729          152.57
#> 125      L&TFH     89.40   0.20    0.22      89.20     5,424            4.85
#> 126    DRREDDY  4,795.00   8.70    0.18   4,786.30       525           25.17
#> 127   TVSMOTOR    571.00   1.05    0.18     569.95       986            5.63
#> 128       MFSL  1,089.90   1.80    0.17   1,088.10       443            4.83
#> 129       BHEL     57.65   0.10    0.17      57.55    42,967           24.77
#> 130  LICHSGFIN    406.00   0.65    0.16     405.35     6,002           24.37
#> 131       HDFC  2,632.05   3.95    0.15   2,628.10     3,915          103.04
#> 132 INDUSINDBK  1,031.00   1.50    0.15   1,029.50     3,983           41.06
#> 133   GLENMARK    597.30   0.85    0.14     596.45     1,375            8.21
#> 134        PNB     39.60   0.05    0.13      39.55  1,06,651           42.23
#> 135     AUBANK  1,250.25   1.45    0.12   1,248.80     1,476           18.45
#> 136   HDFCLIFE    674.15   0.75    0.11     673.40     2,370           15.98
#> 137  NAM-INDIA    398.00   0.40    0.10     397.60       848            3.38
#> 138 MCDOWELL-N    648.50   0.65    0.10     647.85       472            3.06
#> 139        IGL    535.70   0.50    0.09     535.20       989            5.30
#> 140   RAMCOCEM  1,050.35   0.95    0.09   1,049.40       208            2.18
#> 141     BIOCON    383.90   0.30    0.08     383.60     2,878           11.05
#> 142   JUBLFOOD  3,719.00   3.15    0.08   3,715.85       309           11.49
#> 143   INDHOTEL    145.00   0.10    0.07     144.90     2,812            4.08
#> 144    COFORGE  4,780.00   3.35    0.07   4,789.65       691           33.03
#> 145    SBILIFE  1,151.25   0.55    0.05   1,150.70     2,458           28.30
#> 146  BATAINDIA  1,672.10   0.70    0.04   1,671.40       365            6.10
#> 147      PIIND  3,145.00   0.90    0.03   3,144.10       523           16.45
#> 148   AXISBANK    741.00   0.15    0.02     740.85     9,535           70.65
#> 149        UBL  1,430.00   0.25    0.02   1,429.75       316            4.52
#> 150        MGL  1,169.00   0.15    0.01   1,168.85       299            3.50
#> 151 BAJFINANCE  6,225.00   0.70    0.01   6,224.30     1,270           79.06
#> 152 BAJAJFINSV 14,007.60   1.95    0.01  14,005.65       184           25.77
#> 153   GODREJCP    972.25   0.00    0.00     972.25       950            9.24
#> 154   GMRINFRA     28.85   0.00    0.00      28.85    10,020            2.89
#> 155  KOTAKBANK  1,777.20   0.00    0.00   1,777.20     2,718           48.30
#> 156     NAUKRI  5,390.75   0.00    0.00   5,390.75       375           20.22
#> 157     RECLTD    156.45   0.00    0.00     156.45    12,064           18.87
#> 158      TITAN  1,787.75   0.00    0.00   1,787.75     1,732           30.96
#> 159        PFC    133.55   0.00    0.00     133.55     8,755           11.69
#> 160   PETRONET    216.10   0.00    0.00     216.10     7,112           15.37
#> 161     INDIGO  1,646.50   0.00    0.00   1,646.50       810           13.34
#> 162    ESCORTS  1,199.90   0.00    0.00   1,199.90     5,213           62.55
#>     FFM Caps(crs.) 52 Week High 52 Week Low
#> 1        20,941.54       191.70       86.35
#> 2         8,477.53        97.45       29.10
#> 3        18,123.78       261.00      146.00
#> 4         4,600.91       999.00      514.10
#> 5        19,885.84     2,559.20    1,237.50
#> 6        19,847.88     2,630.00      941.00
#> 7         7,991.10       508.70      293.00
#> 8        16,759.72     1,638.85    1,000.00
#> 9        11,237.02       218.00      139.10
#> 10        5,712.60        13.80        4.55
#> 11       27,085.54       553.20      333.00
#> 12       15,526.50        99.85       39.50
#> 13       78,424.52     1,273.00      649.15
#> 14       15,036.21     3,144.00    2,311.10
#> 15        7,379.44     3,231.80    1,515.20
#> 16       28,338.35       272.85       97.75
#> 17       22,888.06       136.80       48.50
#> 18       62,642.09     5,045.20    2,662.70
#> 19       21,643.95     4,867.95    2,311.60
#> 20       59,814.51       188.63      115.95
#> 21       30,886.76     1,259.95      594.85
#> 22        7,245.08     1,025.55      693.15
#> 23       12,881.86     4,050.00    1,736.60
#> 24       25,247.56       684.70      397.55
#> 25       42,557.20       128.50       64.10
#> 26       20,554.88       430.70      251.40
#> 27       13,120.67        69.30       26.75
#> 28     6,75,414.10     2,369.35    1,830.00
#> 29       32,454.41     2,687.90    1,178.55
#> 30       20,816.77       600.95      202.05
#> 31        8,032.54       174.60       82.25
#> 32       12,745.31    16,830.05   11,265.05
#> 33       17,405.91        92.50       45.35
#> 34       14,992.71       673.70      358.00
#> 35       25,349.11     1,063.90      738.05
#> 36       10,979.19       200.00      116.10
#> 37       64,575.36       474.00      154.40
#> 38     6,51,394.46     1,641.00    1,020.20
#> 39     4,83,097.51       717.40      333.75
#> 40       10,324.08       956.00      682.00
#> 41       17,224.69       282.65      162.20
#> 42       25,854.54     9,134.95    3,790.85
#> 43       29,674.08       427.40      197.45
#> 44       34,140.04       619.80      470.90
#> 45       15,360.02     3,558.90    2,540.05
#> 46       10,098.05     3,818.00    1,464.10
#> 47       12,694.05     4,015.00    1,840.05
#> 48        5,846.37     1,591.90      988.35
#> 49       26,420.29       170.30       81.20
#> 50       30,612.74       165.00      109.55
#> 51     1,33,734.38     3,179.50    1,720.10
#> 52       86,915.59     7,911.00    3,753.90
#> 53       16,193.05     3,358.90    2,070.05
#> 54       17,660.84       987.00      483.23
#> 55       58,436.00     1,614.20      610.70
#> 56       12,236.74       934.25      408.45
#> 57        8,287.44       274.30      156.10
#> 58       20,589.50       969.00      548.70
#> 59       33,893.32     2,333.95    1,306.95
#> 60       37,895.76    32,048.00   18,183.55
#> 61     1,13,968.51     1,073.00      677.05
#> 62       55,899.83       122.00       78.10
#> 63       20,384.14       151.30       32.65
#> 64       21,899.41     1,823.40    1,322.15
#> 65       22,189.35     2,756.55    1,081.85
#> 66       42,250.58     1,717.20      177.50
#> 67     6,11,779.71     1,679.90      912.10
#> 68       46,308.25       997.00      704.40
#> 69       21,213.45       359.25      140.35
#> 70       18,928.19       748.00      351.00
#> 71       18,567.66     2,178.00    1,120.80
#> 72       19,296.25       143.30       48.85
#> 73       13,009.46       844.00      273.45
#> 74     1,94,523.87     1,647.15      843.00
#> 75       18,898.97    33,989.00   17,685.00
#> 76        5,341.32       586.55      392.00
#> 77       20,384.27       213.20       75.60
#> 78       73,227.28       776.50      232.50
#> 79       38,305.78     3,037.00    2,006.67
#> 80       36,800.70     3,629.05    2,670.10
#> 81       19,600.54       832.00      400.00
#> 82       17,205.63       501.70      159.60
#> 83       16,913.00       312.00      162.90
#> 84        7,892.51       219.30      153.00
#> 85     1,67,184.30       467.45      175.50
#> 86       41,145.92     4,225.00    1,585.05
#> 87       39,703.75       319.55       91.20
#> 88       13,134.53     2,535.00    1,290.05
#> 89        9,233.86       224.30      112.70
#> 90       84,778.10       804.35      452.25
#> 91       72,584.11       952.05      567.50
#> 92       94,380.44     8,329.00    6,270.15
#> 93       52,238.63       901.00      312.10
#> 94       42,760.26       864.70      399.00
#> 95       15,617.59     2,156.00      567.00
#> 96        9,032.73     6,105.00    4,330.00
#> 97       42,536.38     4,005.00    3,317.30
#> 98     3,42,807.37     3,399.65    2,216.45
#> 99       31,554.28     1,626.45    1,200.00
#> 100      42,497.40       493.90      325.00
#> 101      16,450.64    98,599.95   55,300.00
#> 102      24,271.39     1,132.00      585.60
#> 103       9,402.31       313.70      127.75
#> 104       6,476.84       234.50      117.00
#> 105    1,11,673.94     1,481.80      342.75
#> 106    1,43,559.95       623.00      394.00
#> 107    1,87,239.06       239.20      163.35
#> 108    2,11,737.90     2,533.95    2,000.05
#> 109      18,476.68     1,697.85      819.75
#> 110      18,256.35     2,944.00    1,093.15
#> 111      88,467.55       614.50      268.00
#> 112      27,685.82     1,267.65      855.35
#> 113      26,356.59     1,534.95      555.55
#> 114       4,771.48     1,145.00      773.80
#> 115      26,917.90       117.85       71.65
#> 116      19,785.41     2,454.95    1,289.00
#> 117      12,690.47       786.00      281.00
#> 118      64,286.53    18,844.00   15,100.00
#> 119      46,803.54       798.35      449.05
#> 120      20,100.95       872.95      524.25
#> 121      50,104.84     4,361.40    2,822.45
#> 122       7,518.04       261.25      109.55
#> 123       5,344.17       437.95      282.15
#> 124      53,797.95       360.75      115.50
#> 125       7,052.03       113.40       51.96
#> 126      58,120.69     5,614.60    4,135.00
#> 127      12,726.47       666.00      403.45
#> 128      22,906.15     1,148.05      514.90
#> 129       7,414.53        79.55       26.75
#> 130      12,273.91       542.45      255.40
#> 131    4,73,818.17     2,896.00    1,623.00
#> 132      62,140.30     1,119.50      485.00
#> 133       8,919.86       690.95      441.70
#> 134      11,758.11        46.35       26.30
#> 135      27,345.72     1,354.40      616.70
#> 136      55,830.08       746.00      555.95
#> 137       5,895.21       439.35      249.00
#> 138      19,300.87       690.00      494.00
#> 139      18,732.02       594.85      364.10
#> 140      13,367.32     1,132.70      664.05
#> 141      17,492.16       487.75      363.25
#> 142      28,441.88     3,829.85    1,842.30
#> 143      10,148.88       157.30       77.00
#> 144      10,157.57     5,230.00    1,880.50
#> 145      50,636.34     1,175.70      755.25
#> 146      10,096.58     1,737.00    1,213.80
#> 147      25,281.90     3,379.00    1,806.10
#> 148    1,90,745.14       799.00      400.15
#> 149      10,206.90     1,538.00      897.00
#> 150       6,696.47     1,284.40      779.65
#> 151    1,65,305.90     6,477.45    3,006.90
#> 152      84,695.29    14,925.00    5,400.00
#> 153      36,782.15     1,024.00      641.00
#> 154       6,443.07        33.90       20.60
#> 155    2,60,709.40     2,049.00    1,230.60
#> 156      41,654.58     5,880.00    3,220.00
#> 157      14,521.87       167.80       91.80
#> 158      74,595.57     1,858.65    1,048.55
#> 159      15,513.65       140.50       82.05
#> 160      16,207.50       275.35      207.25
#> 161      15,843.86     1,860.00      928.00
#> 162       8,412.98     1,468.45    1,077.40