Fetch data from the National Stock Exchange, India.
NSE (National Stock Exchange) is the leading stock exchange of India, located in the city of Mumbai. While users can manually download data from NSE through a browser, importing this data into R becomes cumbersome. The nse2r R package implements the retrieval of data from NSE and aims to reduce the pre-processing steps needed in analyzing such data.
nse2r is inspired by and a port of the Python package nsetools. The authors and contributors for this R package are not affiliated with NSE and NSE does not offer support for this R package.
With nse2r, you can fetch the following data related to:
You can install the development version of nse2r from GitHub with:
nse2r uses consistent prefix nse_ for easy tab completion.
nse_index_ for indexnse_stock_ for stocksnse_fo_ for futures and optionsnse_preopen_ for preopen datanse2r does basic data preprocessing which are listed below:
character to numeric and Datesnake_case from camelCaseUsers can retain the names and format as returned by NSE using the clean_names argument and setting it to FALSE.
nse_index_quote()
#> index_name last_traded_price change percent_change
#> 1 NIFTY 50 Pre Open 12906.4500 48.05 0.37
#> 2 NIFTY 50 12987.0000 128.60 1.00
#> 3 NIFTY NEXT 50 30186.0500 269.75 0.90
#> 4 NIFTY100 LIQ 15 3151.8500 38.50 1.24
#> 5 NIFTY BANK 29549.7500 353.35 1.21
#> 6 INDIA VIX 20.0225 -3.10 -13.43
#> 7 NIFTY 100 13087.7500 127.95 0.99
#> 8 NIFTY 500 10674.0500 99.10 0.94
#> 9 NIFTY MIDCAP 100 19196.4500 163.85 0.86
#> 10 NIFTY MIDCAP 50 5411.6000 77.15 1.45
#> 11 NIFTY INFRA 3431.6000 24.25 0.71
#> 12 NIFTY REALTY 254.4500 1.95 0.77
#> 13 NIFTY ENERGY 16346.0000 -42.00 -0.26
#> 14 NIFTY FMCG 31701.3000 259.60 0.83
#> 15 NIFTY MNC 14835.4500 121.05 0.82
#> 16 NIFTY PHARMA 11801.2500 166.05 1.43
#> 17 NIFTY PSE 2614.3000 22.90 0.88
#> 18 NIFTY PSU BANK 1539.0500 29.20 1.93
#> 19 NIFTY SERV SECTOR 18208.6000 212.55 1.18
#> 20 NIFTY IT 21859.9000 154.00 0.71
#> 21 NIFTY SMLCAP 100 6377.4000 54.20 0.86
#> 22 NIFTY 200 6710.6500 64.65 0.97
#> 23 NIFTY AUTO 8767.7500 29.30 0.34
#> 24 NIFTY MEDIA 1481.2500 8.75 0.59
#> 25 NIFTY METAL 2925.0500 108.50 3.85
#> 26 NIFTY DIV OPPS 50 2646.2500 20.75 0.79
#> 27 NIFTY COMMODITIES 3604.0500 41.70 1.17
#> 28 NIFTY CONSUMPTION 5368.6500 33.45 0.63
#> 29 NIFTY CPSE 1517.4000 11.35 0.75
#> 30 NIFTY FIN SERVICE 14237.6500 225.95 1.61
#> 31 NIFTY GROWSECT 15 6523.7000 83.15 1.29
#> 32 NIFTY50 VALUE 20 6255.2000 50.90 0.82
#> 33 NIFTY50 TR 2X LEV 6988.1000 136.55 1.99
#> 34 NIFTY50 PR 2X LEV 5262.2500 102.85 1.99
#> 35 NIFTY50 TR 1X INV 293.5000 -2.95 -1.00
#> 36 NIFTY50 PR 1X INV 338.0500 -3.40 -1.00
#> 37 NIFTY ALPHA 50 18660.4000 49.85 0.27
#> 38 NIFTY50 EQL WGT 13523.7500 155.10 1.16
#> 39 NIFTY100 EQL WGT 14377.1000 151.05 1.06
#> 40 NIFTY100 LOWVOL30 10144.0500 85.05 0.85
#> 41 NIFTY MID LIQ 15 4753.7000 59.05 1.26
#> 42 NIFTY PVT BANK 16390.4000 157.50 0.97
#> 43 NIFTY100 QUALTY30 3020.0500 20.60 0.69
#> 44 NIFTY GS 8 13YR 2247.0800 2.25 0.10
#> 45 NIFTY GS 10YR 2026.7400 2.08 0.10
#> 46 NIFTY GS 10YR CLN 970.3800 0.86 0.09
#> 47 NIFTY GS 4 8YR 2393.4200 1.01 0.04
#> 48 NIFTY GS 11 15YR 2435.7900 5.30 0.22
#> 49 NIFTY GS 15YRPLUS 2644.7000 0.18 0.01
#> 50 NIFTY GS COMPSITE 2293.0000 2.21 0.10
#> 51 NIFTY MIDCAP 150 7278.1500 50.60 0.70
#> 52 NIFTY SMLCAP 50 3146.4500 26.85 0.86
#> 53 NIFTY SMLCAP 250 5466.0500 41.85 0.77
#> 54 NIFTY MIDSML 400 6628.7500 47.50 0.72
#> 55 NIFTY200 QUALTY30 11098.7500 60.80 0.55
# retain original column names as returned by NSE
nse_index_quote(clean_names = FALSE)
#> skipped lastPrice change pChange
#> 1 NIFTY 50 Pre Open 12906.4500 48.05 0.37
#> 2 NIFTY 50 12987.0000 128.60 1.00
#> 3 NIFTY NEXT 50 30186.0500 269.75 0.90
#> 4 NIFTY100 LIQ 15 3151.8500 38.50 1.24
#> 5 NIFTY BANK 29549.7500 353.35 1.21
#> 6 INDIA VIX 20.0225 -3.10 -13.43
#> 7 NIFTY 100 13087.7500 127.95 0.99
#> 8 NIFTY 500 10674.0500 99.10 0.94
#> 9 NIFTY MIDCAP 100 19196.4500 163.85 0.86
#> 10 NIFTY MIDCAP 50 5411.6000 77.15 1.45
#> 11 NIFTY INFRA 3431.6000 24.25 0.71
#> 12 NIFTY REALTY 254.4500 1.95 0.77
#> 13 NIFTY ENERGY 16346.0000 -42.00 -0.26
#> 14 NIFTY FMCG 31701.3000 259.60 0.83
#> 15 NIFTY MNC 14835.4500 121.05 0.82
#> 16 NIFTY PHARMA 11801.2500 166.05 1.43
#> 17 NIFTY PSE 2614.3000 22.90 0.88
#> 18 NIFTY PSU BANK 1539.0500 29.20 1.93
#> 19 NIFTY SERV SECTOR 18208.6000 212.55 1.18
#> 20 NIFTY IT 21859.9000 154.00 0.71
#> 21 NIFTY SMLCAP 100 6377.4000 54.20 0.86
#> 22 NIFTY 200 6710.6500 64.65 0.97
#> 23 NIFTY AUTO 8767.7500 29.30 0.34
#> 24 NIFTY MEDIA 1481.2500 8.75 0.59
#> 25 NIFTY METAL 2925.0500 108.50 3.85
#> 26 NIFTY DIV OPPS 50 2646.2500 20.75 0.79
#> 27 NIFTY COMMODITIES 3604.0500 41.70 1.17
#> 28 NIFTY CONSUMPTION 5368.6500 33.45 0.63
#> 29 NIFTY CPSE 1517.4000 11.35 0.75
#> 30 NIFTY FIN SERVICE 14237.6500 225.95 1.61
#> 31 NIFTY GROWSECT 15 6523.7000 83.15 1.29
#> 32 NIFTY50 VALUE 20 6255.2000 50.90 0.82
#> 33 NIFTY50 TR 2X LEV 6988.1000 136.55 1.99
#> 34 NIFTY50 PR 2X LEV 5262.2500 102.85 1.99
#> 35 NIFTY50 TR 1X INV 293.5000 -2.95 -1.00
#> 36 NIFTY50 PR 1X INV 338.0500 -3.40 -1.00
#> 37 NIFTY ALPHA 50 18660.4000 49.85 0.27
#> 38 NIFTY50 EQL WGT 13523.7500 155.10 1.16
#> 39 NIFTY100 EQL WGT 14377.1000 151.05 1.06
#> 40 NIFTY100 LOWVOL30 10144.0500 85.05 0.85
#> 41 NIFTY MID LIQ 15 4753.7000 59.05 1.26
#> 42 NIFTY PVT BANK 16390.4000 157.50 0.97
#> 43 NIFTY100 QUALTY30 3020.0500 20.60 0.69
#> 44 NIFTY GS 8 13YR 2247.0800 2.25 0.10
#> 45 NIFTY GS 10YR 2026.7400 2.08 0.10
#> 46 NIFTY GS 10YR CLN 970.3800 0.86 0.09
#> 47 NIFTY GS 4 8YR 2393.4200 1.01 0.04
#> 48 NIFTY GS 11 15YR 2435.7900 5.30 0.22
#> 49 NIFTY GS 15YRPLUS 2644.7000 0.18 0.01
#> 50 NIFTY GS COMPSITE 2293.0000 2.21 0.10
#> 51 NIFTY MIDCAP 150 7278.1500 50.60 0.70
#> 52 NIFTY SMLCAP 50 3146.4500 26.85 0.86
#> 53 NIFTY SMLCAP 250 5466.0500 41.85 0.77
#> 54 NIFTY MIDSML 400 6628.7500 47.50 0.72
#> 55 NIFTY200 QUALTY30 11098.7500 60.80 0.55nse_stock_top_gainers()
#> symbol series last_corp_announcement_date
#> 1 JSWSTEEL EQ 2020-07-06
#> 2 TATASTEEL EQ 2020-08-06
#> 3 GRASIM EQ 2020-08-26
#> 4 BAJFINANCE EQ 2020-03-03
#> 5 SHREECEM EQ 2020-02-24
#> 6 BAJAJ-AUTO EQ 2020-03-03
#> 7 HINDALCO EQ 2020-09-03
#> 8 ADANIPORTS EQ 2020-06-17
#> 9 HDFC EQ 2020-07-09
#> 10 HDFCBANK EQ 2019-09-19
#> last_corp_announcement
#> 1 Dividend - Rs 2 Per Share
#> 2 Dividend - Rs 10 Per Share
#> 3 Dividend - Rs 4 Per Share
#> 4 Interim Dividend - Rs 10 Per Share
#> 5 Interim Dividend - Rs 110 Per Share
#> 6 Interim Dividend - Rs 120 Per Share
#> 7 Annual General Meeting/Dividend - Re 1 Per Share
#> 8 Annual General Meeting
#> 9 Annual General Meeting/Dividend - Rs 21 Per Share
#> 10 Face Value Split (Sub-Division) - From Rs 2 Per Share To Rs 1 Per Share
#> open_price high_price low_price last_traded_price prev_close_price
#> 1 338.50 362.20 336.00 362.00 338.25
#> 2 546.00 571.10 541.25 569.40 541.25
#> 3 850.20 881.00 847.05 880.00 843.10
#> 4 4655.00 4854.00 4640.00 4850.00 4689.75
#> 5 23949.00 24600.00 23700.00 24473.70 23698.80
#> 6 3053.00 3150.00 3053.00 3145.00 3051.25
#> 7 224.20 231.25 220.35 230.20 223.45
#> 8 400.80 413.00 395.65 410.45 398.95
#> 9 2197.15 2245.00 2187.65 2242.70 2191.35
#> 10 1415.00 1432.00 1387.00 1431.90 1402.80
#> percent_change traded_quantity turnover_in_lakhs
#> 1 7.02 10967276 38358.05
#> 2 5.20 22570185 125512.80
#> 3 4.38 4249437 36786.53
#> 4 3.42 6273208 298648.61
#> 5 3.27 74560 17930.17
#> 6 3.07 1264680 39163.72
#> 7 3.02 16363181 36849.88
#> 8 2.88 12856261 51977.86
#> 9 2.34 5026304 111341.68
#> 10 2.07 13971563 197088.46
# retain original column names as returned by NSE
nse_stock_top_gainers(clean_names = FALSE)
#> symbol series lastCorpAnnouncementDate
#> 1 JSWSTEEL EQ 2020-07-06
#> 2 TATASTEEL EQ 2020-08-06
#> 3 GRASIM EQ 2020-08-26
#> 4 BAJFINANCE EQ 2020-03-03
#> 5 SHREECEM EQ 2020-02-24
#> 6 BAJAJ-AUTO EQ 2020-03-03
#> 7 HINDALCO EQ 2020-09-03
#> 8 ADANIPORTS EQ 2020-06-17
#> 9 HDFC EQ 2020-07-09
#> 10 HDFCBANK EQ 2019-09-19
#> lastCorpAnnouncement
#> 1 Dividend - Rs 2 Per Share
#> 2 Dividend - Rs 10 Per Share
#> 3 Dividend - Rs 4 Per Share
#> 4 Interim Dividend - Rs 10 Per Share
#> 5 Interim Dividend - Rs 110 Per Share
#> 6 Interim Dividend - Rs 120 Per Share
#> 7 Annual General Meeting/Dividend - Re 1 Per Share
#> 8 Annual General Meeting
#> 9 Annual General Meeting/Dividend - Rs 21 Per Share
#> 10 Face Value Split (Sub-Division) - From Rs 2 Per Share To Rs 1 Per Share
#> openPrice highPrice lowPrice ltp previousPrice netPrice tradedQuantity
#> 1 338.50 362.20 336.00 362.00 338.25 7.02 10967276
#> 2 546.00 571.10 541.25 569.40 541.25 5.20 22570185
#> 3 850.20 881.00 847.05 880.00 843.10 4.38 4249437
#> 4 4655.00 4854.00 4640.00 4850.00 4689.75 3.42 6273208
#> 5 23949.00 24600.00 23700.00 24473.70 23698.80 3.27 74560
#> 6 3053.00 3150.00 3053.00 3145.00 3051.25 3.07 1264680
#> 7 224.20 231.25 220.35 230.20 223.45 3.02 16363181
#> 8 400.80 413.00 395.65 410.45 398.95 2.88 12856261
#> 9 2197.15 2245.00 2187.65 2242.70 2191.35 2.34 5026304
#> 10 1415.00 1432.00 1387.00 1431.90 1402.80 2.07 13971563
#> turnoverInLakhs
#> 1 38358.05
#> 2 125512.80
#> 3 36786.53
#> 4 298648.61
#> 5 17930.17
#> 6 39163.72
#> 7 36849.88
#> 8 51977.86
#> 9 111341.68
#> 10 197088.46nse_stock_year_high()
#> symbol
#> 1 AARON
#> 2 ACE
#> 3 ADANIPORTS
#> 4 AMARAJABAT
#> 5 ASHIMASYN
#> 6 BEPL
#> 7 BIOFILCHEM
#> 8 CGPOWER
#> 9 CHAMBLFERT
#> 10 DBREALTY
#> 11 DHFL
#> 12 DIXON
#> 13 EIDPARRY
#> 14 EKC
#> 15 GALLISPAT
#> 16 GINNIFILA
#> 17 GRASIM
#> 18 GUJGASLTD
#> 19 HCG
#> 20 HINDALCO
#> 21 ICICIGI
#> 22 INDIACEM
#> 23 INTELLECT
#> 24 JINDALSTEL
#> 25 JSWHL
#> 26 JSWSTEEL
#> 27 KAJARIACER
#> 28 KARDA
#> 29 KEYFINSERV
#> 30 M50
#> 31 MAANALU
#> 32 NAUKRI
#> 33 NCPSESDL24
#> 34 ONMOBILE
#> 35 ORCHPHARMA
#> 36 PALREDTEC
#> 37 PGEL
#> 38 PGHL
#> 39 PILITA
#> 40 PLASTIBLEN
#> 41 PURVA
#> 42 RELIGARE
#> 43 RKFORGE
#> 44 ROML
#> 45 SHRADHA
#> 46 SKIPPER
#> 47 SOMANYCERA
#> 48 SPYL
#> 49 TANLA
#> 50 TATASTEEL
#> 51 TATASTLBSL
#> 52 TIINDIA
#> 53 TOTAL
#> 54 TPLPLASTEH
#> 55 TREJHARA
#> 56 TRIDENT
#> 57 UTINEXT50
#> 58 VIDEOIND
#> 59 VISHWARAJ
#> 60 VSSL
#> symbol_desc
#> 1 Aaron Industries Limited
#> 2 Action Construction Equipment Limited
#> 3 Adani Ports and Special Economic Zone Limited
#> 4 Amara Raja Batteries Limited
#> 5 Ashima Limited
#> 6 Bhansali Engineering Polymers Limited
#> 7 Biofil Chemicals & Pharmaceuticals Limited
#> 8 CG Power and Industrial Solutions Limited
#> 9 Chambal Fertilizers & Chemicals Limited
#> 10 D B Realty Limited
#> 11 Dewan Housing Finance Corporation Limited
#> 12 Dixon Technologies (India) Limited
#> 13 EID Parry India Limited
#> 14 Everest Kanto Cylinder Limited
#> 15 Gallantt Ispat Limited
#> 16 Ginni Filaments Limited
#> 17 Grasim Industries Limited
#> 18 Gujarat Gas Limited
#> 19 Healthcare Global Enterprises Limited
#> 20 Hindalco Industries Limited
#> 21 ICICI Lombard General Insurance Company Limited
#> 22 The India Cements Limited
#> 23 Intellect Design Arena Limited
#> 24 Jindal Steel & Power Limited
#> 25 JSW Holdings Limited
#> 26 JSW Steel Limited
#> 27 Kajaria Ceramics Limited
#> 28 Karda Constructions Limited
#> 29 Keynote Financial Services Limited
#> 30 Motilal Oswal Mutual Fund - Motilal Oswal MOSt Shares M50 ETF
#> 31 Maan Aluminium Limited
#> 32 Info Edge (India) Limited
#> 33 Nippon India Mutual Fund-Nippon India ETF Nifty CPSE Bond Plus SDL-24
#> 34 OnMobile Global Limited
#> 35 Orchid Pharma Limited
#> 36 Palred Technologies Limited
#> 37 PG Electroplast Limited
#> 38 Procter & Gamble Health Limited
#> 39 PIL ITALICA LIFESTYLE LIMITED
#> 40 Plastiblends India Limited
#> 41 Puravankara Limited
#> 42 Religare Enterprises Limited
#> 43 Ramkrishna Forgings Limited
#> 44 Raj Oil Mills Limited
#> 45 Shradha Infraprojects Limited
#> 46 Skipper Limited
#> 47 Somany Ceramics Limited
#> 48 Shekhawati Poly-Yarn Limited
#> 49 Tanla Platforms Limited
#> 50 Tata Steel Limited
#> 51 Tata Steel Bsl Limited
#> 52 Tube Investments of India Limited
#> 53 Total Transport Systems Limited
#> 54 TPL Plastech Limited
#> 55 TREJHARA SOLUTIONS LIMITED
#> 56 Trident Limited
#> 57 UTI Mutual Fund - UTI NIfty Next 50 Exchange Traded Fund - UTI NIFTY N
#> 58 Videocon Industries Limited
#> 59 Vishwaraj Sugar Industries Limited
#> 60 Vardhman Special Steels Limited
#> date new_high year last_traded_price prev_high prev_close change
#> 1 2020-11-25 64.75 64.75 64.75 61.70 61.70 3.05
#> 2 2020-11-18 106.40 106.40 101.30 97.60 92.40 8.90
#> 3 2020-11-25 413.00 413.00 410.45 404.70 398.95 11.50
#> 4 2020-11-25 900.00 900.00 889.55 899.00 874.20 15.35
#> 5 2020-11-25 10.55 10.55 10.55 10.35 10.05 0.50
#> 6 2020-11-25 128.00 128.00 126.00 127.60 123.55 2.45
#> 7 2020-11-25 208.35 208.35 208.35 198.45 198.45 9.90
#> 8 2020-11-25 41.00 41.00 39.00 39.65 39.60 -0.60
#> 9 2020-11-25 196.00 196.00 192.50 194.00 189.85 2.65
#> 10 2019-12-03 12.80 12.80 12.80 12.50 10.70 2.10
#> 11 2020-11-25 25.80 25.80 25.80 24.60 24.60 1.20
#> 12 2020-11-24 11490.00 11490.00 11430.00 11000.00 10909.90 520.10
#> 13 2020-11-24 342.55 342.55 336.00 332.40 326.95 9.05
#> 14 2020-11-25 46.45 46.45 46.45 45.35 44.25 2.20
#> 15 2020-06-25 36.25 36.25 32.50 35.80 31.45 1.05
#> 16 2020-11-25 18.90 18.90 17.70 18.55 18.25 -0.55
#> 17 2020-11-25 881.00 881.00 880.00 873.80 843.10 36.90
#> 18 2020-11-25 348.00 348.00 344.00 345.55 338.05 5.95
#> 19 2020-11-25 149.90 149.90 147.00 145.00 143.75 3.25
#> 20 2020-11-25 231.25 231.25 230.20 230.00 223.45 6.75
#> 21 2019-12-26 1468.00 1468.00 1468.00 1440.40 1382.85 85.15
#> 22 2020-11-24 163.85 163.85 155.50 161.90 149.25 6.25
#> 23 2020-11-25 277.00 277.00 277.00 270.00 263.85 13.15
#> 24 2020-11-25 250.80 250.80 250.05 248.00 235.20 14.85
#> 25 2020-11-25 3560.00 3560.00 3445.50 3499.00 3423.40 22.10
#> 26 2020-11-17 362.20 362.20 362.00 350.50 338.25 23.75
#> 27 2020-11-24 632.30 632.30 632.30 630.95 617.80 14.50
#> 28 2020-10-12 114.00 114.00 111.60 112.05 110.50 1.10
#> 29 2020-11-25 117.00 117.00 110.00 111.55 111.45 -1.45
#> 30 2020-11-14 128.95 128.95 127.54 128.95 126.74 0.80
#> 31 2020-11-25 84.60 84.60 83.25 83.05 78.20 5.05
#> 32 2020-11-25 4196.95 4196.95 4180.00 4091.00 4041.80 138.20
#> 33 2020-11-18 123.26 123.26 102.73 102.74 102.70 0.01
#> 34 2020-09-15 56.50 56.50 56.50 52.40 51.40 5.10
#> 35 2020-11-25 40.50 40.50 40.50 38.60 38.60 1.90
#> 36 2020-11-25 41.15 41.15 37.25 39.20 39.20 -1.95
#> 37 2020-11-17 155.00 155.00 150.00 153.10 148.90 1.10
#> 38 2020-11-24 6484.85 6484.85 6360.00 6479.20 6414.90 -54.90
#> 39 2020-11-23 8.35 8.35 7.95 8.30 8.05 -0.10
#> 40 2020-11-25 269.00 269.00 265.65 264.80 253.30 12.35
#> 41 2020-11-25 78.85 78.85 77.35 78.30 76.25 1.10
#> 42 2020-11-25 67.35 67.35 64.55 62.70 60.20 4.35
#> 43 2020-01-20 418.90 418.90 411.95 415.10 389.05 22.90
#> 44 2020-11-25 16.05 16.05 16.05 15.30 15.30 0.75
#> 45 2020-11-23 62.00 62.00 61.00 62.00 59.75 1.25
#> 46 2020-11-25 58.90 58.90 56.00 57.50 56.60 -0.60
#> 47 2020-11-25 272.20 272.20 269.35 272.00 267.15 2.20
#> 48 2020-11-25 0.55 0.55 0.55 0.50 0.50 0.05
#> 49 2020-11-25 583.50 583.50 583.50 555.90 555.75 27.75
#> 50 2020-11-25 571.10 571.10 569.40 558.65 541.25 28.15
#> 51 2020-11-25 35.00 35.00 34.95 34.00 32.85 2.10
#> 52 2020-11-24 857.95 857.95 808.00 857.50 836.80 -28.80
#> 53 2020-11-25 60.00 60.00 60.00 59.80 57.15 2.85
#> 54 2020-11-25 152.40 152.40 146.20 151.90 144.95 1.25
#> 55 2020-11-25 32.20 32.20 32.10 30.70 30.70 1.40
#> 56 2020-11-23 8.55 8.55 8.05 8.55 7.85 0.20
#> 57 2020-11-25 320.00 320.00 309.50 320.00 310.97 -1.47
#> 58 2020-11-25 5.75 5.75 5.75 5.50 5.50 0.25
#> 59 2020-11-09 132.00 132.00 123.50 129.80 120.80 2.70
#> 60 2020-11-25 101.20 101.20 101.20 98.55 96.40 4.80
#> percent_change
#> 1 4.94
#> 2 9.63
#> 3 2.88
#> 4 1.76
#> 5 4.98
#> 6 1.98
#> 7 4.99
#> 8 -1.52
#> 9 1.40
#> 10 19.63
#> 11 4.88
#> 12 4.77
#> 13 2.77
#> 14 4.97
#> 15 3.34
#> 16 -3.01
#> 17 4.38
#> 18 1.76
#> 19 2.26
#> 20 3.02
#> 21 6.16
#> 22 4.19
#> 23 4.98
#> 24 6.31
#> 25 0.65
#> 26 7.02
#> 27 2.35
#> 28 1.00
#> 29 -1.30
#> 30 0.63
#> 31 6.46
#> 32 3.42
#> 33 0.01
#> 34 9.92
#> 35 4.92
#> 36 -4.97
#> 37 0.74
#> 38 -0.86
#> 39 -1.24
#> 40 4.88
#> 41 1.44
#> 42 7.23
#> 43 5.89
#> 44 4.90
#> 45 2.09
#> 46 -1.06
#> 47 0.82
#> 48 10.00
#> 49 4.99
#> 50 5.20
#> 51 6.39
#> 52 -3.44
#> 53 4.99
#> 54 0.86
#> 55 4.56
#> 56 2.55
#> 57 -0.47
#> 58 4.55
#> 59 2.24
#> 60 4.98
# retain original column names as returned by NSE
nse_stock_year_high(clean_names = FALSE)
#> symbol
#> 1 AARON
#> 2 ACE
#> 3 ADANIPORTS
#> 4 AMARAJABAT
#> 5 ASHIMASYN
#> 6 BEPL
#> 7 BIOFILCHEM
#> 8 CGPOWER
#> 9 CHAMBLFERT
#> 10 DBREALTY
#> 11 DHFL
#> 12 DIXON
#> 13 EIDPARRY
#> 14 EKC
#> 15 GALLISPAT
#> 16 GINNIFILA
#> 17 GRASIM
#> 18 GUJGASLTD
#> 19 HCG
#> 20 HINDALCO
#> 21 ICICIGI
#> 22 INDIACEM
#> 23 INTELLECT
#> 24 JINDALSTEL
#> 25 JSWHL
#> 26 JSWSTEEL
#> 27 KAJARIACER
#> 28 KARDA
#> 29 KEYFINSERV
#> 30 M50
#> 31 MAANALU
#> 32 NAUKRI
#> 33 NCPSESDL24
#> 34 ONMOBILE
#> 35 ORCHPHARMA
#> 36 PALREDTEC
#> 37 PGEL
#> 38 PGHL
#> 39 PILITA
#> 40 PLASTIBLEN
#> 41 PURVA
#> 42 RELIGARE
#> 43 RKFORGE
#> 44 ROML
#> 45 SHRADHA
#> 46 SKIPPER
#> 47 SOMANYCERA
#> 48 SPYL
#> 49 TANLA
#> 50 TATASTEEL
#> 51 TATASTLBSL
#> 52 TIINDIA
#> 53 TOTAL
#> 54 TPLPLASTEH
#> 55 TREJHARA
#> 56 TRIDENT
#> 57 UTINEXT50
#> 58 VIDEOIND
#> 59 VISHWARAJ
#> 60 VSSL
#> symbolDesc
#> 1 Aaron Industries Limited
#> 2 Action Construction Equipment Limited
#> 3 Adani Ports and Special Economic Zone Limited
#> 4 Amara Raja Batteries Limited
#> 5 Ashima Limited
#> 6 Bhansali Engineering Polymers Limited
#> 7 Biofil Chemicals & Pharmaceuticals Limited
#> 8 CG Power and Industrial Solutions Limited
#> 9 Chambal Fertilizers & Chemicals Limited
#> 10 D B Realty Limited
#> 11 Dewan Housing Finance Corporation Limited
#> 12 Dixon Technologies (India) Limited
#> 13 EID Parry India Limited
#> 14 Everest Kanto Cylinder Limited
#> 15 Gallantt Ispat Limited
#> 16 Ginni Filaments Limited
#> 17 Grasim Industries Limited
#> 18 Gujarat Gas Limited
#> 19 Healthcare Global Enterprises Limited
#> 20 Hindalco Industries Limited
#> 21 ICICI Lombard General Insurance Company Limited
#> 22 The India Cements Limited
#> 23 Intellect Design Arena Limited
#> 24 Jindal Steel & Power Limited
#> 25 JSW Holdings Limited
#> 26 JSW Steel Limited
#> 27 Kajaria Ceramics Limited
#> 28 Karda Constructions Limited
#> 29 Keynote Financial Services Limited
#> 30 Motilal Oswal Mutual Fund - Motilal Oswal MOSt Shares M50 ETF
#> 31 Maan Aluminium Limited
#> 32 Info Edge (India) Limited
#> 33 Nippon India Mutual Fund-Nippon India ETF Nifty CPSE Bond Plus SDL-24
#> 34 OnMobile Global Limited
#> 35 Orchid Pharma Limited
#> 36 Palred Technologies Limited
#> 37 PG Electroplast Limited
#> 38 Procter & Gamble Health Limited
#> 39 PIL ITALICA LIFESTYLE LIMITED
#> 40 Plastiblends India Limited
#> 41 Puravankara Limited
#> 42 Religare Enterprises Limited
#> 43 Ramkrishna Forgings Limited
#> 44 Raj Oil Mills Limited
#> 45 Shradha Infraprojects Limited
#> 46 Skipper Limited
#> 47 Somany Ceramics Limited
#> 48 Shekhawati Poly-Yarn Limited
#> 49 Tanla Platforms Limited
#> 50 Tata Steel Limited
#> 51 Tata Steel Bsl Limited
#> 52 Tube Investments of India Limited
#> 53 Total Transport Systems Limited
#> 54 TPL Plastech Limited
#> 55 TREJHARA SOLUTIONS LIMITED
#> 56 Trident Limited
#> 57 UTI Mutual Fund - UTI NIfty Next 50 Exchange Traded Fund - UTI NIFTY N
#> 58 Videocon Industries Limited
#> 59 Vishwaraj Sugar Industries Limited
#> 60 Vardhman Special Steels Limited
#> dt value year ltp value_old prev change pChange
#> 1 2020-11-25 64.75 64.75 64.75 61.70 61.70 3.05 4.94
#> 2 2020-11-18 106.40 106.40 101.30 97.60 92.40 8.90 9.63
#> 3 2020-11-25 413.00 413.00 410.45 404.70 398.95 11.50 2.88
#> 4 2020-11-25 900.00 900.00 889.55 899.00 874.20 15.35 1.76
#> 5 2020-11-25 10.55 10.55 10.55 10.35 10.05 0.50 4.98
#> 6 2020-11-25 128.00 128.00 126.00 127.60 123.55 2.45 1.98
#> 7 2020-11-25 208.35 208.35 208.35 198.45 198.45 9.90 4.99
#> 8 2020-11-25 41.00 41.00 39.00 39.65 39.60 -0.60 -1.52
#> 9 2020-11-25 196.00 196.00 192.50 194.00 189.85 2.65 1.40
#> 10 2019-12-03 12.80 12.80 12.80 12.50 10.70 2.10 19.63
#> 11 2020-11-25 25.80 25.80 25.80 24.60 24.60 1.20 4.88
#> 12 2020-11-24 11490.00 11490.00 11430.00 11000.00 10909.90 520.10 4.77
#> 13 2020-11-24 342.55 342.55 336.00 332.40 326.95 9.05 2.77
#> 14 2020-11-25 46.45 46.45 46.45 45.35 44.25 2.20 4.97
#> 15 2020-06-25 36.25 36.25 32.50 35.80 31.45 1.05 3.34
#> 16 2020-11-25 18.90 18.90 17.70 18.55 18.25 -0.55 -3.01
#> 17 2020-11-25 881.00 881.00 880.00 873.80 843.10 36.90 4.38
#> 18 2020-11-25 348.00 348.00 344.00 345.55 338.05 5.95 1.76
#> 19 2020-11-25 149.90 149.90 147.00 145.00 143.75 3.25 2.26
#> 20 2020-11-25 231.25 231.25 230.20 230.00 223.45 6.75 3.02
#> 21 2019-12-26 1468.00 1468.00 1468.00 1440.40 1382.85 85.15 6.16
#> 22 2020-11-24 163.85 163.85 155.50 161.90 149.25 6.25 4.19
#> 23 2020-11-25 277.00 277.00 277.00 270.00 263.85 13.15 4.98
#> 24 2020-11-25 250.80 250.80 250.05 248.00 235.20 14.85 6.31
#> 25 2020-11-25 3560.00 3560.00 3445.50 3499.00 3423.40 22.10 0.65
#> 26 2020-11-17 362.20 362.20 362.00 350.50 338.25 23.75 7.02
#> 27 2020-11-24 632.30 632.30 632.30 630.95 617.80 14.50 2.35
#> 28 2020-10-12 114.00 114.00 111.60 112.05 110.50 1.10 1.00
#> 29 2020-11-25 117.00 117.00 110.00 111.55 111.45 -1.45 -1.30
#> 30 2020-11-14 128.95 128.95 127.54 128.95 126.74 0.80 0.63
#> 31 2020-11-25 84.60 84.60 83.25 83.05 78.20 5.05 6.46
#> 32 2020-11-25 4196.95 4196.95 4180.00 4091.00 4041.80 138.20 3.42
#> 33 2020-11-18 123.26 123.26 102.73 102.74 102.70 0.01 0.01
#> 34 2020-09-15 56.50 56.50 56.50 52.40 51.40 5.10 9.92
#> 35 2020-11-25 40.50 40.50 40.50 38.60 38.60 1.90 4.92
#> 36 2020-11-25 41.15 41.15 37.25 39.20 39.20 -1.95 -4.97
#> 37 2020-11-17 155.00 155.00 150.00 153.10 148.90 1.10 0.74
#> 38 2020-11-24 6484.85 6484.85 6360.00 6479.20 6414.90 -54.90 -0.86
#> 39 2020-11-23 8.35 8.35 7.95 8.30 8.05 -0.10 -1.24
#> 40 2020-11-25 269.00 269.00 265.65 264.80 253.30 12.35 4.88
#> 41 2020-11-25 78.85 78.85 77.35 78.30 76.25 1.10 1.44
#> 42 2020-11-25 67.35 67.35 64.55 62.70 60.20 4.35 7.23
#> 43 2020-01-20 418.90 418.90 411.95 415.10 389.05 22.90 5.89
#> 44 2020-11-25 16.05 16.05 16.05 15.30 15.30 0.75 4.90
#> 45 2020-11-23 62.00 62.00 61.00 62.00 59.75 1.25 2.09
#> 46 2020-11-25 58.90 58.90 56.00 57.50 56.60 -0.60 -1.06
#> 47 2020-11-25 272.20 272.20 269.35 272.00 267.15 2.20 0.82
#> 48 2020-11-25 0.55 0.55 0.55 0.50 0.50 0.05 10.00
#> 49 2020-11-25 583.50 583.50 583.50 555.90 555.75 27.75 4.99
#> 50 2020-11-25 571.10 571.10 569.40 558.65 541.25 28.15 5.20
#> 51 2020-11-25 35.00 35.00 34.95 34.00 32.85 2.10 6.39
#> 52 2020-11-24 857.95 857.95 808.00 857.50 836.80 -28.80 -3.44
#> 53 2020-11-25 60.00 60.00 60.00 59.80 57.15 2.85 4.99
#> 54 2020-11-25 152.40 152.40 146.20 151.90 144.95 1.25 0.86
#> 55 2020-11-25 32.20 32.20 32.10 30.70 30.70 1.40 4.56
#> 56 2020-11-23 8.55 8.55 8.05 8.55 7.85 0.20 2.55
#> 57 2020-11-25 320.00 320.00 309.50 320.00 310.97 -1.47 -0.47
#> 58 2020-11-25 5.75 5.75 5.75 5.50 5.50 0.25 4.55
#> 59 2020-11-09 132.00 132.00 123.50 129.80 120.80 2.70 2.24
#> 60 2020-11-25 101.20 101.20 101.20 98.55 96.40 4.80 4.98nse_stock_most_traded()
#> security share_turnover traded_quantity no_of_trades
#> 1 Reliance Industries Ltd 5.10 2598 6836160
#> 2 Tata Consultancy Service Ltd 3.20 1286 4210702
#> 3 Bajaj Finance Limited 3.07 1013 4243265
#> 4 Infosys Limited 2.88 2850 5107093
#> 5 HDFC Bank Ltd 2.79 2556 4705854
#> 6 Indusind Bank Limited 2.23 4018 4743872
#> 7 Axis Bank Limited 2.19 5011 4881896
#> 8 ICICI Bank Ltd 2.15 5899 5031275
#> 9 Dr Reddy Laboratories Limited 2.09 452 2265161
#> 10 HDFC Limited 2.07 1155 4201521
#> 11 TOTAL of Top Ten securities 27.77 26839 46226799
#> 12 TOTAL 100.00 418798 318193019
#> avg_daily_turnonver turnover
#> 1 2670.12 56073
#> 2 1675.49 35185
#> 3 1603.95 33683
#> 4 1507.99 31668
#> 5 1458.27 30624
#> 6 1165.12 24468
#> 7 1147.84 24105
#> 8 1124.54 23615
#> 9 1095.54 23006
#> 10 1082.59 22734
#> 11 14531.46 305161
#> 12 52327.80 1098884
# retain original column names as returned by NSE
nse_stock_most_traded(clean_names = FALSE)
#> skipped sharetotal trdQty nooftrades avgdailyturn
#> 1 Reliance Industries Ltd 5.10 2598 6836160 2670.12
#> 2 Tata Consultancy Service Ltd 3.20 1286 4210702 1675.49
#> 3 Bajaj Finance Limited 3.07 1013 4243265 1603.95
#> 4 Infosys Limited 2.88 2850 5107093 1507.99
#> 5 HDFC Bank Ltd 2.79 2556 4705854 1458.27
#> 6 Indusind Bank Limited 2.23 4018 4743872 1165.12
#> 7 Axis Bank Limited 2.19 5011 4881896 1147.84
#> 8 ICICI Bank Ltd 2.15 5899 5031275 1124.54
#> 9 Dr Reddy Laboratories Limited 2.09 452 2265161 1095.54
#> 10 HDFC Limited 2.07 1155 4201521 1082.59
#> 11 TOTAL of Top Ten securities 27.77 26839 46226799 14531.46
#> 12 TOTAL 100.00 418798 318193019 52327.80
#> turnover
#> 1 56073
#> 2 35185
#> 3 33683
#> 4 31668
#> 5 30624
#> 6 24468
#> 7 24105
#> 8 23615
#> 9 23006
#> 10 22734
#> 11 305161
#> 12 1098884nse_fo_top_gainers()
#> symbol series last_corp_announcement_date
#> 1 SIEMENS EQ 2020-02-03
#> 2 SAIL EQ 2020-10-14
#> 3 JSWSTEEL EQ 2020-07-06
#> 4 JINDALSTEL EQ 2020-09-23
#> 5 ICICIGI EQ 2019-10-31
#> 6 L&TFH EQ 2020-07-20
#> 7 TATASTEEL EQ 2020-08-06
#> 8 NATIONALUM EQ 2020-12-01
#> 9 BANKBARODA EQ 2020-07-22
#> 10 TATACHEM EQ 2020-06-22
#> last_corp_announcement open_price high_price
#> 1 Dividend - Rs 7 Per Share 1405.00 1533.90
#> 2 Annual General Meeting 43.10 46.80
#> 3 Dividend - Rs 2 Per Share 338.50 362.20
#> 4 Annual General Meeting 234.60 250.80
#> 5 Interim Dividend - Rs 3.50 Per Sh 1394.00 1468.00
#> 6 Annual General Meeting 74.70 78.80
#> 7 Dividend - Rs 10 Per Share 546.00 571.10
#> 8 Interim Dividend - Rs 0.50 Per Share 35.95 38.15
#> 9 Annual General Meeting 49.10 51.50
#> 10 Annual General Meeting/Dividend - Rs 11 Per Share 370.10 385.00
#> low_price last_traded_price prev_close_price percent_change traded_quantity
#> 1 1396.15 1532.95 1364.25 12.37 9591646
#> 2 42.80 46.55 43.05 8.13 60920144
#> 3 336.00 362.00 338.25 7.02 10967276
#> 4 232.25 250.05 235.20 6.31 12732331
#> 5 1390.00 1468.00 1382.85 6.16 2679932
#> 6 73.90 78.70 74.35 5.85 34322810
#> 7 541.25 569.40 541.25 5.20 22570185
#> 8 35.50 37.60 35.75 5.17 26513634
#> 9 48.25 51.30 49.05 4.59 55805690
#> 10 365.40 384.75 368.05 4.54 4880589
#> turnover_in_lakhs
#> 1 142744.79
#> 2 27420.16
#> 3 38358.05
#> 4 30835.16
#> 5 38528.04
#> 6 26291.27
#> 7 125512.80
#> 8 9823.30
#> 9 27847.04
#> 10 18333.93
# retain original column names as returned by NSE
nse_fo_top_gainers(clean_names = FALSE)
#> symbol series lastCorpAnnouncementDate
#> 1 SIEMENS EQ 2020-02-03
#> 2 SAIL EQ 2020-10-14
#> 3 JSWSTEEL EQ 2020-07-06
#> 4 JINDALSTEL EQ 2020-09-23
#> 5 ICICIGI EQ 2019-10-31
#> 6 L&TFH EQ 2020-07-20
#> 7 TATASTEEL EQ 2020-08-06
#> 8 NATIONALUM EQ 2020-12-01
#> 9 BANKBARODA EQ 2020-07-22
#> 10 TATACHEM EQ 2020-06-22
#> lastCorpAnnouncement openPrice highPrice
#> 1 Dividend - Rs 7 Per Share 1405.00 1533.90
#> 2 Annual General Meeting 43.10 46.80
#> 3 Dividend - Rs 2 Per Share 338.50 362.20
#> 4 Annual General Meeting 234.60 250.80
#> 5 Interim Dividend - Rs 3.50 Per Sh 1394.00 1468.00
#> 6 Annual General Meeting 74.70 78.80
#> 7 Dividend - Rs 10 Per Share 546.00 571.10
#> 8 Interim Dividend - Rs 0.50 Per Share 35.95 38.15
#> 9 Annual General Meeting 49.10 51.50
#> 10 Annual General Meeting/Dividend - Rs 11 Per Share 370.10 385.00
#> lowPrice ltp previousPrice netPrice tradedQuantity turnoverInLakhs
#> 1 1396.15 1532.95 1364.25 12.37 9591646 142744.79
#> 2 42.80 46.55 43.05 8.13 60920144 27420.16
#> 3 336.00 362.00 338.25 7.02 10967276 38358.05
#> 4 232.25 250.05 235.20 6.31 12732331 30835.16
#> 5 1390.00 1468.00 1382.85 6.16 2679932 38528.04
#> 6 73.90 78.70 74.35 5.85 34322810 26291.27
#> 7 541.25 569.40 541.25 5.20 22570185 125512.80
#> 8 35.50 37.60 35.75 5.17 26513634 9823.30
#> 9 48.25 51.30 49.05 4.59 55805690 27847.04
#> 10 365.40 384.75 368.05 4.54 4880589 18333.93nse_preopen_nifty_bank()
#> symbol series corp_action_date corp_action price change percent_change
#> 1 FEDERALBNK EQ <NA> <NA> 59.90 0.70 1.18
#> 2 HDFCBANK EQ <NA> <NA> 1415.00 12.20 0.87
#> 3 RBLBANK EQ <NA> <NA> 228.55 1.95 0.86
#> 4 KOTAKBANK EQ <NA> <NA> 1875.00 12.55 0.67
#> 5 ICICIBANK EQ <NA> <NA> 475.10 2.40 0.51
#> 6 BANDHANBNK EQ <NA> <NA> 369.90 1.75 0.48
#> 7 SBIN EQ <NA> <NA> 244.00 1.00 0.41
#> 8 AXISBANK EQ <NA> <NA> 602.25 2.40 0.40
#> 9 INDUSINDBK EQ <NA> <NA> 857.00 1.95 0.23
#> 10 PNB EQ <NA> <NA> 31.40 0.05 0.16
#> 11 BANKBARODA EQ <NA> <NA> 49.10 0.05 0.10
#> 12 IDFCFIRSTB EQ <NA> <NA> 35.80 0.00 0.00
#> prev_close quantity value mkt_cap year_high year_low sum_val sum_quantity
#> 1 59.20 169524 101.54 11809.31 96.95 35.70 1704.65 482740
#> 2 1402.80 28611 404.85 609863.14 1464.40 738.75 1704.65 482740
#> 3 226.60 24743 56.55 8653.43 391.20 101.55 1704.65 482740
#> 4 1862.45 18038 338.21 272776.99 1948.40 1001.00 1704.65 482740
#> 5 472.70 16769 79.67 325973.71 552.20 268.30 1704.65 482740
#> 6 368.15 12859 47.57 24899.64 597.00 152.20 1704.65 482740
#> 7 243.00 94976 231.74 93253.27 351.00 149.45 1704.65 482740
#> 8 599.85 28166 169.63 148682.98 765.85 286.00 1704.65 482740
#> 9 855.05 21933 187.97 48501.43 1596.55 235.55 1704.65 482740
#> 10 31.35 96171 30.20 4130.33 67.70 26.30 1704.65 482740
#> 11 49.05 75211 36.93 5892.61 108.25 36.00 1704.65 482740
#> 12 35.80 55313 19.80 7513.59 47.95 17.65 1704.65 482740
#> fin_quantity sum_fin_quantity
#> 1 169524 642314
#> 2 28611 642314
#> 3 24743 642314
#> 4 18038 642314
#> 5 16769 642314
#> 6 12859 642314
#> 7 94976 642314
#> 8 28166 642314
#> 9 21933 642314
#> 10 96171 642314
#> 11 75211 642314
#> 12 55313 642314
# retain original column names as returned by NSE
nse_preopen_nifty(clean_names = FALSE)
#> symbol series xDt
#> 1 LT EQ 2020-11-04
#> 2 SHREECEM EQ <NA>
#> 3 BAJFINANCE EQ <NA>
#> 4 TCS EQ 2020-11-26
#> 5 POWERGRID EQ 2020-09-02
#> 6 HCLTECH EQ 2020-10-22
#> 7 SUNPHARMA EQ <NA>
#> 8 HEROMOTOCO EQ <NA>
#> 9 BHARTIARTL EQ <NA>
#> 10 TATASTEEL EQ <NA>
#> 11 HDFCBANK EQ <NA>
#> 12 GRASIM EQ <NA>
#> 13 TITAN EQ <NA>
#> 14 KOTAKBANK EQ <NA>
#> 15 ITC EQ <NA>
#> 16 EICHERMOT EQ <NA>
#> 17 COALINDIA EQ 2020-11-19
#> 18 ICICIBANK EQ <NA>
#> 19 SBILIFE EQ <NA>
#> 20 TECHM EQ 2020-10-29
#> 21 ADANIPORTS EQ <NA>
#> 22 DIVISLAB EQ 2020-09-04
#> 23 NESTLEIND EQ 2020-10-29
#> 24 HDFCLIFE EQ <NA>
#> 25 ONGC EQ <NA>
#> 26 BPCL EQ 2020-09-18
#> 27 SBIN EQ <NA>
#> 28 AXISBANK EQ <NA>
#> 29 INFY EQ 2020-10-23
#> 30 BRITANNIA EQ <NA>
#> 31 HINDALCO EQ 2020-09-03
#> 32 MARUTI EQ <NA>
#> 33 CIPLA EQ <NA>
#> 34 WIPRO EQ <NA>
#> 35 M&M EQ <NA>
#> 36 RELIANCE EQ <NA>
#> 37 BAJAJFINSV EQ <NA>
#> 38 HDFC EQ <NA>
#> 39 ASIANPAINT EQ 2020-10-28
#> 40 INDUSINDBK EQ <NA>
#> 41 HINDUNILVR EQ 2020-10-28
#> 42 IOC EQ <NA>
#> 43 TATAMOTORS EQ <NA>
#> 44 DRREDDY EQ <NA>
#> 45 JSWSTEEL EQ <NA>
#> 46 BAJAJ-AUTO EQ <NA>
#> 47 ULTRACEMCO EQ <NA>
#> 48 NTPC EQ 2020-11-12
#> 49 GAIL EQ <NA>
#> 50 UPL EQ <NA>
#> caAct iep chn perChn
#> 1 SPECIAL DIVIDEND - RS 18 PER SHARE 1130.00 14.00 1.25
#> 2 <NA> 23949.00 250.20 1.06
#> 3 <NA> 4655.00 -34.75 -0.74
#> 4 BUYBACK 2686.00 -15.30 -0.57
#> 5 ANNUAL GENERAL MEETING/DIVIDEND - RS 4.04 PER SHARE 195.15 -0.15 -0.08
#> 6 INTERIM DIVIDEND - RS 4 PER SHARE 824.10 -0.60 -0.07
#> 7 <NA> 506.00 -0.20 -0.04
#> 8 <NA> 3008.00 -0.75 -0.02
#> 9 <NA> 468.70 4.60 0.99
#> 10 <NA> 546.00 4.75 0.88
#> 11 <NA> 1415.00 12.20 0.87
#> 12 <NA> 850.20 7.10 0.84
#> 13 <NA> 1316.95 10.00 0.77
#> 14 <NA> 1875.00 12.55 0.67
#> 15 <NA> 195.10 1.25 0.64
#> 16 <NA> 2610.00 14.90 0.57
#> 17 INTERIM DIVIDEND - RS 7.50 PER SHARE 124.60 0.65 0.52
#> 18 <NA> 475.10 2.40 0.51
#> 19 <NA> 853.30 4.25 0.50
#> 20 SPECIAL DIVIDEND - RS 15 PER SHARE 866.50 4.25 0.49
#> 21 <NA> 400.80 1.85 0.46
#> 22 ANNUAL GENERAL MEETING 3485.50 16.05 0.46
#> 23 INTERIM DIVIDNED - RS 135 PER SHARE 17599.00 78.80 0.45
#> 24 <NA> 668.00 2.90 0.44
#> 25 <NA> 81.15 0.35 0.43
#> 26 ANNUAL GENERAL MEETING 383.70 1.65 0.43
#> 27 <NA> 244.00 1.00 0.41
#> 28 <NA> 602.25 2.40 0.40
#> 29 INTERIM DIVIDEND - RS 12 PER SHARE 1119.95 4.30 0.39
#> 30 <NA> 3569.80 14.00 0.39
#> 31 ANNUAL GENERAL MEETING/DIVIDEND - RE 1 PER SHARE 224.20 0.75 0.34
#> 32 <NA> 7080.00 24.30 0.34
#> 33 <NA> 734.00 2.35 0.32
#> 34 <NA> 351.00 1.00 0.29
#> 35 <NA> 722.00 2.05 0.28
#> 36 <NA> 1953.05 5.25 0.27
#> 37 <NA> 8740.00 22.25 0.26
#> 38 <NA> 2197.15 5.80 0.26
#> 39 INTERIM DIVIDEND - RS 3.35 PER SHARE 2160.00 5.70 0.26
#> 40 <NA> 857.00 1.95 0.23
#> 41 INTERIM DIVIDEND - RS 14 PER SHARE 2140.00 4.15 0.19
#> 42 <NA> 85.90 0.15 0.17
#> 43 <NA> 171.60 0.15 0.09
#> 44 <NA> 4810.00 3.70 0.08
#> 45 <NA> 338.50 0.25 0.07
#> 46 <NA> 3053.00 1.75 0.06
#> 47 <NA> 4822.00 2.15 0.04
#> 48 BUY-BACK 93.95 0.00 0.00
#> 49 <NA> 102.30 0.00 0.00
#> 50 <NA> 418.60 0.00 0.00
#> pCls trdQnty iVal mktCap yHigh yLow sumVal sumQnty finQnty
#> 1 1116.00 19289 217.97 136320.55 1383.70 661.00 7699.46 801840 19289
#> 2 23698.80 287 68.73 31637.61 25355.00 15410.00 7699.46 801840 287
#> 3 4689.75 9881 459.96 124343.29 4923.40 1783.00 7699.46 801840 9881
#> 4 2701.30 16492 442.98 283816.87 2885.00 1506.05 7699.46 801840 16492
#> 5 195.30 9761 19.05 50064.74 211.00 122.15 7699.46 801840 9761
#> 6 824.70 9991 82.34 89518.38 910.70 375.25 7699.46 801840 9991
#> 7 506.20 37432 189.41 54654.45 564.75 312.00 7699.46 801840 37432
#> 8 3008.75 3444 103.60 39064.76 3394.90 1475.00 7699.46 801840 3444
#> 9 464.10 63368 297.01 111404.66 612.00 361.75 7699.46 801840 63368
#> 10 541.25 25227 137.74 40850.73 558.65 250.85 7699.46 801840 25227
#> 11 1402.80 28611 404.85 609863.14 1464.40 738.75 7699.46 801840 28611
#> 12 843.10 1986 16.88 33281.96 873.80 385.05 7699.46 801840 1986
#> 13 1306.95 2093 27.56 54533.73 1375.00 720.90 7699.46 801840 2093
#> 14 1862.45 18038 338.21 272776.99 1948.40 1001.00 7699.46 801840 18038
#> 15 193.85 69514 135.62 169354.31 250.40 134.60 7699.46 801840 69514
#> 16 2595.10 1948 50.84 36160.71 2727.00 1245.01 7699.46 801840 1948
#> 17 123.95 17902 22.31 25971.59 214.60 109.55 7699.46 801840 17902
#> 18 472.70 16769 79.67 325973.71 552.20 268.30 7699.46 801840 16769
#> 19 849.05 2001 17.07 33114.48 1020.00 519.40 7699.46 801840 2001
#> 20 862.25 2274 19.70 53329.97 890.00 471.40 7699.46 801840 2274
#> 21 398.95 18456 73.97 29180.43 404.70 203.00 7699.46 801840 18456
#> 22 3469.45 807 28.13 44209.44 3637.80 1626.00 7699.46 801840 807
#> 23 17520.20 69 12.14 62501.24 18369.95 12200.00 7699.46 801840 69
#> 24 665.10 6376 42.59 52379.37 688.50 340.00 7699.46 801840 6376
#> 25 80.80 167432 135.87 29478.11 133.55 50.00 7699.46 801840 167432
#> 26 382.05 9503 36.46 30664.23 518.45 252.00 7699.46 801840 9503
#> 27 243.00 94976 231.74 93253.27 351.00 149.45 7699.46 801840 94976
#> 28 599.85 28166 169.63 148682.98 765.85 286.00 7699.46 801840 28166
#> 29 1115.65 13759 154.09 408671.51 1186.00 509.25 7699.46 801840 13759
#> 30 3555.80 415 14.81 41942.64 4010.00 2100.00 7699.46 801840 415
#> 31 223.45 15877 35.60 32625.60 230.00 84.90 7699.46 801840 15877
#> 32 7055.70 904 64.00 93781.00 7569.90 4001.10 7699.46 801840 904
#> 33 731.65 12181 89.41 37167.09 829.05 355.30 7699.46 801840 12181
#> 34 350.00 15438 54.19 52001.86 381.70 159.40 7699.46 801840 15438
#> 35 719.95 4594 33.17 68917.81 745.50 245.40 7699.46 801840 4594
#> 36 1947.80 99446 1942.23 629743.11 2369.35 866.98 7699.46 801840 99446
#> 37 8717.75 3491 305.11 52718.13 9950.00 3985.30 7699.46 801840 3491
#> 38 2191.35 15660 344.07 392537.68 2499.90 1473.45 7699.46 801840 15660
#> 39 2154.30 2802 60.52 97120.79 2249.00 1431.20 7699.46 801840 2802
#> 40 855.05 21933 187.97 48501.43 1596.55 235.55 7699.46 801840 21933
#> 41 2135.85 1990 42.59 190695.39 2614.30 1757.30 7699.46 801840 1990
#> 42 85.75 33525 28.80 21796.13 133.70 71.15 7699.46 801840 33525
#> 43 171.45 109920 188.62 30717.07 201.70 63.50 7699.46 801840 109920
#> 44 4806.30 2886 138.82 58332.21 5512.65 2495.05 7699.46 801840 2886
#> 45 338.25 5162 17.47 33522.62 350.50 132.50 7699.46 801840 5162
#> 46 3051.25 693 21.16 39731.90 3315.15 1788.65 7699.46 801840 693
#> 47 4819.85 306 14.76 55645.38 4979.00 2910.00 7699.46 801840 306
#> 48 93.95 33252 31.24 45550.09 125.00 73.20 7699.46 801840 33252
#> 49 102.30 33779 34.56 18916.89 133.35 65.00 7699.46 801840 33779
#> 50 418.60 8181 34.25 23027.72 614.90 240.15 7699.46 801840 8181
#> sumfinQnty
#> 1 1118287
#> 2 1118287
#> 3 1118287
#> 4 1118287
#> 5 1118287
#> 6 1118287
#> 7 1118287
#> 8 1118287
#> 9 1118287
#> 10 1118287
#> 11 1118287
#> 12 1118287
#> 13 1118287
#> 14 1118287
#> 15 1118287
#> 16 1118287
#> 17 1118287
#> 18 1118287
#> 19 1118287
#> 20 1118287
#> 21 1118287
#> 22 1118287
#> 23 1118287
#> 24 1118287
#> 25 1118287
#> 26 1118287
#> 27 1118287
#> 28 1118287
#> 29 1118287
#> 30 1118287
#> 31 1118287
#> 32 1118287
#> 33 1118287
#> 34 1118287
#> 35 1118287
#> 36 1118287
#> 37 1118287
#> 38 1118287
#> 39 1118287
#> 40 1118287
#> 41 1118287
#> 42 1118287
#> 43 1118287
#> 44 1118287
#> 45 1118287
#> 46 1118287
#> 47 1118287
#> 48 1118287
#> 49 1118287
#> 50 1118287nse_advances_declines()
#> index_name advances declines unchanged
#> 1 NIFTY 50 42 8 0
#> 2 NIFTY NEXT 50 38 12 0
#> 3 NIFTY IT 8 2 0
#> 4 NIFTY BANK 9 3 0
#> 5 NIFTY MIDCAP 50 41 9 0
#> 6 NIFTY INFRA 22 8 0
#> 7 NIFTY REALTY 6 2 2
#> 8 NIFTY ENERGY 6 4 0
#> 9 NIFTY FMCG 14 1 0
#> 10 NIFTY MNC 19 11 0
#> 11 NIFTY PHARMA 10 0 0
#> 12 NIFTY PSE 15 5 0
#> 13 NIFTY PSU BANK 8 2 2
#> 14 NIFTY SERV SECTOR 24 6 0
#> 15 NIFTY COMMODITIES 23 7 0
#> 16 NIFTY CONSUMPTION 24 6 0
#> 17 NIFTY FIN SERVICE 18 2 0
#> 18 NIFTY AUTO 9 6 0
#> 19 NIFTY DIV OPPS 50 38 12 0
#> 20 NIFTY MEDIA 8 2 0
#> 21 NIFTY METAL 13 2 0
#> 22 NIFTY100 LIQ 15 11 4 0
#> 23 NIFTY CPSE 10 2 0
#> 24 NIFTY GROWSECT 15 13 2 0
#> 25 NIFTY50 VALUE 20 16 4 0
#> 26 NIFTY100 QUALTY30 23 7 0
#> 27 NIFTY PVT BANK 6 4 0
#> 28 NIFTY MID LIQ 15 10 5 0
#> 29 NIFTY 100 80 20 0
#> 30 NIFTY 200 148 52 0
#> 31 NIFTY 500 343 154 4
#> 32 NIFTY MIDCAP 100 68 32 0
#> 33 NIFTY SMLCAP 100 69 31 0
#> 34 NIFTY ADITYA BIRLA GROUP 5 2 0
#> 35 NIFTY ALPHA 50 32 18 0
#> 36 NIFTY HIGH BETA 50 39 11 0
#> 37 NIFTY LOW VOLATILITY 50 41 9 0
#> 38 NIFTY MAHINDRA GROUP 6 3 0
#> 39 NIFTY MIDCAP 150 96 53 1
#> 40 NIFTY MIDSMALLCAP 400 262 134 4
#> 41 NIFTY SHARIAH 25 20 5 0
#> 42 NIFTY SMALLCAP 250 166 81 3
#> 43 NIFTY SMALLCAP 50 34 16 0
#> 44 NIFTY TATA GROUP 18 7 0
#> 45 NIFTY TATA GROUP 25% CAP 9 1 0
#> 46 NIFTY100 EQL WGT 80 20 0
#> 47 NIFTY100 LOWVOL30 27 3 0
#> 48 NIFTY50 SHARIAH 16 2 0
#> 49 NIFTY500 SHARIAH 142 68 0
#> 50 NIFTY50 EQL WGT 42 8 0
#> 51 NIFTY ALPHA LOW-VOLATILITY 30 26 4 0
#> 52 NIFTY QUALITY LOW-VOLATILITY 30 25 5 0
#> 53 NIFTY ALPHA QUALITY LOW-VOLATILITY 30 25 5 0
#> 54 NIFTY ALPHA QUALITY VALUE LOW-VOLATILITY 30 27 3 0
#> 55 NIFTY SME EMERGE 22 16 51
#> 56 NIFTY LARGEMIDCAP 250 176 73 1
#> 57 NIFTY500 VALUE 50 37 13 0
#> 58 NIFTY MIDCAP 150 96 53 1
#> 59 NIFTY SMLCAP 50 34 16 0
#> 60 NIFTY SMLCAP 250 166 81 3
#> 61 NIFTY MIDSML 400 262 134 4
#> 62 NIFTY200 QUALTY30 24 6 0
#> 63 NIFTY FINSRV25 50 18 2 0
#> 64 CNX NIFTY Pre Open 41 6 3
# retain original column names as returned by NSE
nse_advances_declines(clean_names = FALSE)
#> skipped advances declines unchanged
#> 1 NIFTY 50 42 8 0
#> 2 NIFTY NEXT 50 38 12 0
#> 3 NIFTY IT 8 2 0
#> 4 NIFTY BANK 9 3 0
#> 5 NIFTY MIDCAP 50 41 9 0
#> 6 NIFTY INFRA 22 8 0
#> 7 NIFTY REALTY 6 2 2
#> 8 NIFTY ENERGY 6 4 0
#> 9 NIFTY FMCG 14 1 0
#> 10 NIFTY MNC 19 11 0
#> 11 NIFTY PHARMA 10 0 0
#> 12 NIFTY PSE 15 5 0
#> 13 NIFTY PSU BANK 8 2 2
#> 14 NIFTY SERV SECTOR 24 6 0
#> 15 NIFTY COMMODITIES 23 7 0
#> 16 NIFTY CONSUMPTION 24 6 0
#> 17 NIFTY FIN SERVICE 18 2 0
#> 18 NIFTY AUTO 9 6 0
#> 19 NIFTY DIV OPPS 50 38 12 0
#> 20 NIFTY MEDIA 8 2 0
#> 21 NIFTY METAL 13 2 0
#> 22 NIFTY100 LIQ 15 11 4 0
#> 23 NIFTY CPSE 10 2 0
#> 24 NIFTY GROWSECT 15 13 2 0
#> 25 NIFTY50 VALUE 20 16 4 0
#> 26 NIFTY100 QUALTY30 23 7 0
#> 27 NIFTY PVT BANK 6 4 0
#> 28 NIFTY MID LIQ 15 10 5 0
#> 29 NIFTY 100 80 20 0
#> 30 NIFTY 200 148 52 0
#> 31 NIFTY 500 343 154 4
#> 32 NIFTY MIDCAP 100 68 32 0
#> 33 NIFTY SMLCAP 100 69 31 0
#> 34 NIFTY ADITYA BIRLA GROUP 5 2 0
#> 35 NIFTY ALPHA 50 32 18 0
#> 36 NIFTY HIGH BETA 50 39 11 0
#> 37 NIFTY LOW VOLATILITY 50 41 9 0
#> 38 NIFTY MAHINDRA GROUP 6 3 0
#> 39 NIFTY MIDCAP 150 96 53 1
#> 40 NIFTY MIDSMALLCAP 400 262 134 4
#> 41 NIFTY SHARIAH 25 20 5 0
#> 42 NIFTY SMALLCAP 250 166 81 3
#> 43 NIFTY SMALLCAP 50 34 16 0
#> 44 NIFTY TATA GROUP 18 7 0
#> 45 NIFTY TATA GROUP 25% CAP 9 1 0
#> 46 NIFTY100 EQL WGT 80 20 0
#> 47 NIFTY100 LOWVOL30 27 3 0
#> 48 NIFTY50 SHARIAH 16 2 0
#> 49 NIFTY500 SHARIAH 142 68 0
#> 50 NIFTY50 EQL WGT 42 8 0
#> 51 NIFTY ALPHA LOW-VOLATILITY 30 26 4 0
#> 52 NIFTY QUALITY LOW-VOLATILITY 30 25 5 0
#> 53 NIFTY ALPHA QUALITY LOW-VOLATILITY 30 25 5 0
#> 54 NIFTY ALPHA QUALITY VALUE LOW-VOLATILITY 30 27 3 0
#> 55 NIFTY SME EMERGE 22 16 51
#> 56 NIFTY LARGEMIDCAP 250 176 73 1
#> 57 NIFTY500 VALUE 50 37 13 0
#> 58 NIFTY MIDCAP 150 96 53 1
#> 59 NIFTY SMLCAP 50 34 16 0
#> 60 NIFTY SMLCAP 250 166 81 3
#> 61 NIFTY MIDSML 400 262 134 4
#> 62 NIFTY200 QUALTY30 24 6 0
#> 63 NIFTY FINSRV25 50 18 2 0
#> 64 CNX NIFTY Pre Open 41 6 3