nse2r
Fetch data from the National Stock Exchange, India.
Overview
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:
- stocks
- quote for a given stock
- stock description
- validate stock symbol/ticker
- most actively traded stocks in a month
- 52 week high/low
- top gainers/losers for the last trading session
- index
- list of NSE indices
- validate index symbol/ticker
- quote for a given index
- futures & options
- top gainers/losers for the last trading session
- pre open market data
- nifty
- nifty bank
- indices advances & declines
Installation
You can install the development version of nse2r from GitHub with:
# install.packages("devtools")
devtools::install_github("rsquaredacademy/nse2r")Usage
nse2r uses consistent prefix nse_ for easy tab completion.
nse_index_for indexnse_stock_for stocksnse_fo_for futures and optionsnse_preopen_for preopen data
Preprocessing
nse2r does basic data preprocessing which are listed below:
- modify column data types from
charactertonumericandDate - modify column names
- make them more descriptive
- to
snake_casefromcamelCase
Users can retain the names and format as returned by NSE using the
clean_names argument and setting it to FALSE.
Index
Fetch Indices Quote
nse_index_quote()
#> index_name last_traded_price change percent_change
#> 1 NIFTY 50 Pre Open 9863.250 -17.90 -0.18
#> 2 NIFTY 50 10091.650 210.50 2.13
#> 3 NIFTY NEXT 50 24953.650 69.85 0.28
#> 4 NIFTY100 LIQ 15 2536.350 42.25 1.69
#> 5 NIFTY BANK 20956.300 754.55 3.74
#> 6 INDIA VIX 31.455 -1.90 -5.70
#> 7 NIFTY 100 10258.150 188.40 1.87
#> 8 NIFTY 500 8283.650 143.20 1.76
#> 9 NIFTY MIDCAP 100 14427.550 180.75 1.27
#> 10 NIFTY MIDCAP 50 4035.600 51.05 1.28
#> 11 NIFTY INFRA 2957.600 38.35 1.31
#> 12 NIFTY REALTY 200.150 1.80 0.91
#> 13 NIFTY ENERGY 14023.450 280.50 2.04
#> 14 NIFTY FMCG 28648.700 216.95 0.76
#> 15 NIFTY MNC 12761.600 46.00 0.36
#> 16 NIFTY PHARMA 9975.300 -1.90 -0.02
#> 17 NIFTY PSE 2456.050 55.75 2.32
#> 18 NIFTY PSU BANK 1387.500 34.50 2.55
#> 19 NIFTY SERV SECTOR 13430.400 342.75 2.62
#> 20 NIFTY IT 14551.250 72.80 0.50
#> 21 NIFTY SMLCAP 100 4493.200 66.25 1.50
#> 22 NIFTY 200 5235.450 92.90 1.81
#> 23 NIFTY AUTO 6535.900 32.40 0.50
#> 24 NIFTY MEDIA 1360.650 23.20 1.73
#> 25 NIFTY METAL 1998.650 58.20 3.00
#> 26 NIFTY DIV OPPS 50 2178.650 30.40 1.42
#> 27 NIFTY COMMODITIES 2833.900 45.60 1.64
#> 28 NIFTY CONSUMPTION 4628.250 22.40 0.49
#> 29 NIFTY CPSE 1425.900 31.65 2.27
#> 30 NIFTY FIN SERVICE 10372.000 364.90 3.65
#> 31 NIFTY GROWSECT 15 5058.600 125.20 2.54
#> 32 NIFTY50 VALUE 20 4860.150 53.40 1.11
#> 33 NIFTY50 TR 2X LEV 4279.300 174.55 4.25
#> 34 NIFTY50 PR 2X LEV 3260.900 133.05 4.25
#> 35 NIFTY50 TR 1X INV 379.200 -8.20 -2.12
#> 36 NIFTY50 PR 1X INV 434.100 -9.40 -2.12
#> 37 NIFTY ALPHA 50 13321.650 245.50 1.88
#> 38 NIFTY50 EQL WGT 10447.400 165.75 1.61
#> 39 NIFTY100 EQL WGT 11519.200 109.00 0.96
#> 40 NIFTY100 LOWVOL30 8103.450 80.10 1.00
#> 41 NIFTY MID LIQ 15 3331.450 -7.05 -0.21
#> 42 NIFTY PVT BANK 11513.750 399.20 3.59
#> 43 NIFTY100 QUALTY30 2367.450 20.20 0.86
#> 44 NIFTY GS 8 13YR 2180.800 5.52 0.25
#> 45 NIFTY GS 10YR 1990.360 2.30 0.12
#> 46 NIFTY GS 10YR CLN 977.400 0.98 0.10
#> 47 NIFTY GS 4 8YR 2315.760 4.86 0.21
#> 48 NIFTY GS 11 15YR 2350.150 6.88 0.29
#> 49 NIFTY GS 15YRPLUS 2567.040 0.86 0.03
#> 50 NIFTY GS COMPSITE 2221.260 5.14 0.23
#> 51 NIFTY MIDCAP 150 5483.800 65.75 1.21
#> 52 NIFTY SMLCAP 50 2108.250 32.05 1.54
#> 53 NIFTY SMLCAP 250 3959.900 55.10 1.41
#> 54 NIFTY MIDSML 400 4935.150 61.95 1.27
#> 55 NIFTY200 QUALTY30 8949.450 31.25 0.35
# retain original column names as returned by NSE
nse_index_quote(clean_names = FALSE)
#> skipped lastPrice change pChange
#> 1 NIFTY 50 Pre Open 9863.250 -17.90 -0.18
#> 2 NIFTY 50 10091.650 210.50 2.13
#> 3 NIFTY NEXT 50 24953.650 69.85 0.28
#> 4 NIFTY100 LIQ 15 2536.350 42.25 1.69
#> 5 NIFTY BANK 20956.300 754.55 3.74
#> 6 INDIA VIX 31.455 -1.90 -5.70
#> 7 NIFTY 100 10258.150 188.40 1.87
#> 8 NIFTY 500 8283.650 143.20 1.76
#> 9 NIFTY MIDCAP 100 14427.550 180.75 1.27
#> 10 NIFTY MIDCAP 50 4035.600 51.05 1.28
#> 11 NIFTY INFRA 2957.600 38.35 1.31
#> 12 NIFTY REALTY 200.150 1.80 0.91
#> 13 NIFTY ENERGY 14023.450 280.50 2.04
#> 14 NIFTY FMCG 28648.700 216.95 0.76
#> 15 NIFTY MNC 12761.600 46.00 0.36
#> 16 NIFTY PHARMA 9975.300 -1.90 -0.02
#> 17 NIFTY PSE 2456.050 55.75 2.32
#> 18 NIFTY PSU BANK 1387.500 34.50 2.55
#> 19 NIFTY SERV SECTOR 13430.400 342.75 2.62
#> 20 NIFTY IT 14551.250 72.80 0.50
#> 21 NIFTY SMLCAP 100 4493.200 66.25 1.50
#> 22 NIFTY 200 5235.450 92.90 1.81
#> 23 NIFTY AUTO 6535.900 32.40 0.50
#> 24 NIFTY MEDIA 1360.650 23.20 1.73
#> 25 NIFTY METAL 1998.650 58.20 3.00
#> 26 NIFTY DIV OPPS 50 2178.650 30.40 1.42
#> 27 NIFTY COMMODITIES 2833.900 45.60 1.64
#> 28 NIFTY CONSUMPTION 4628.250 22.40 0.49
#> 29 NIFTY CPSE 1425.900 31.65 2.27
#> 30 NIFTY FIN SERVICE 10372.000 364.90 3.65
#> 31 NIFTY GROWSECT 15 5058.600 125.20 2.54
#> 32 NIFTY50 VALUE 20 4860.150 53.40 1.11
#> 33 NIFTY50 TR 2X LEV 4279.300 174.55 4.25
#> 34 NIFTY50 PR 2X LEV 3260.900 133.05 4.25
#> 35 NIFTY50 TR 1X INV 379.200 -8.20 -2.12
#> 36 NIFTY50 PR 1X INV 434.100 -9.40 -2.12
#> 37 NIFTY ALPHA 50 13321.650 245.50 1.88
#> 38 NIFTY50 EQL WGT 10447.400 165.75 1.61
#> 39 NIFTY100 EQL WGT 11519.200 109.00 0.96
#> 40 NIFTY100 LOWVOL30 8103.450 80.10 1.00
#> 41 NIFTY MID LIQ 15 3331.450 -7.05 -0.21
#> 42 NIFTY PVT BANK 11513.750 399.20 3.59
#> 43 NIFTY100 QUALTY30 2367.450 20.20 0.86
#> 44 NIFTY GS 8 13YR 2180.800 5.52 0.25
#> 45 NIFTY GS 10YR 1990.360 2.30 0.12
#> 46 NIFTY GS 10YR CLN 977.400 0.98 0.10
#> 47 NIFTY GS 4 8YR 2315.760 4.86 0.21
#> 48 NIFTY GS 11 15YR 2350.150 6.88 0.29
#> 49 NIFTY GS 15YRPLUS 2567.040 0.86 0.03
#> 50 NIFTY GS COMPSITE 2221.260 5.14 0.23
#> 51 NIFTY MIDCAP 150 5483.800 65.75 1.21
#> 52 NIFTY SMLCAP 50 2108.250 32.05 1.54
#> 53 NIFTY SMLCAP 250 3959.900 55.10 1.41
#> 54 NIFTY MIDSML 400 4935.150 61.95 1.27
#> 55 NIFTY200 QUALTY30 8949.450 31.25 0.35Stock
Top gainers for the last trading session.
nse_stock_top_gainers()
#> symbol series last_corp_announcement_date
#> 1 BAJAJFINSV EQ 2020-03-03
#> 2 COALINDIA EQ 2020-03-19
#> 3 BAJFINANCE EQ 2020-03-03
#> 4 ZEEL EQ 2019-07-15
#> 5 VEDL EQ 2020-03-05
#> 6 KOTAKBANK EQ 2019-07-12
#> 7 SBIN EQ 2018-06-15
#> 8 HDFCBANK EQ 2019-09-19
#> 9 POWERGRID EQ 2020-03-16
#> 10 AXISBANK EQ 2019-07-04
#> last_corp_announcement
#> 1 Interim Dividend - Rs 5 Per Share
#> 2 Interim Dividend - Rs 12 Per Share
#> 3 Interim Dividend - Rs 10 Per Share
#> 4 Annual General Meeting/ Dividend - Rs 3.50 Per Share
#> 5 Interim Dividend - Rs 3.9 Per Share
#> 6 Annual General Meeting/Dividend Rs 0.80 Per Share
#> 7 Annual General Meeting/ Change In Registrar And Transfer Agent
#> 8 Face Value Split (Sub-Division) - From Rs 2 Per Share To Rs 1 Per Share
#> 9 Interim Dividend - Rs 5.96 Per Share
#> 10 Annual General Meeting/ Dividend - Re 1 Per Share
#> open_price high_price low_price last_traded_price prev_close_price
#> 1 5036.95 5499.00 5021.55 5450.75 5036.95
#> 2 129.00 139.70 128.15 137.65 129.45
#> 3 2375.00 2541.70 2373.00 2527.20 2396.00
#> 4 166.50 175.45 165.50 173.95 165.00
#> 5 102.80 107.80 102.00 106.90 102.10
#> 6 1240.00 1309.90 1228.35 1299.95 1243.80
#> 7 172.40 180.65 171.10 180.00 172.95
#> 8 980.00 1024.90 972.00 1017.60 979.25
#> 9 160.70 166.30 159.50 165.70 159.50
#> 10 386.00 408.05 384.00 404.75 389.60
#> percent_change traded_quantity turnover_in_lakhs
#> 1 8.22 1806208 95403.73
#> 2 6.33 34587382 47031.92
#> 3 5.48 12738830 315647.83
#> 4 5.42 37917230 65103.88
#> 5 4.70 27586795 29197.86
#> 6 4.51 6672822 84453.24
#> 7 4.08 58262367 102757.34
#> 8 3.92 20435469 204078.81
#> 9 3.89 11093113 18153.88
#> 10 3.89 43774453 173556.95
# retain original column names as returned by NSE
nse_stock_top_gainers(clean_names = FALSE)
#> symbol series lastCorpAnnouncementDate
#> 1 BAJAJFINSV EQ 2020-03-03
#> 2 COALINDIA EQ 2020-03-19
#> 3 BAJFINANCE EQ 2020-03-03
#> 4 ZEEL EQ 2019-07-15
#> 5 VEDL EQ 2020-03-05
#> 6 KOTAKBANK EQ 2019-07-12
#> 7 SBIN EQ 2018-06-15
#> 8 HDFCBANK EQ 2019-09-19
#> 9 POWERGRID EQ 2020-03-16
#> 10 AXISBANK EQ 2019-07-04
#> lastCorpAnnouncement
#> 1 Interim Dividend - Rs 5 Per Share
#> 2 Interim Dividend - Rs 12 Per Share
#> 3 Interim Dividend - Rs 10 Per Share
#> 4 Annual General Meeting/ Dividend - Rs 3.50 Per Share
#> 5 Interim Dividend - Rs 3.9 Per Share
#> 6 Annual General Meeting/Dividend Rs 0.80 Per Share
#> 7 Annual General Meeting/ Change In Registrar And Transfer Agent
#> 8 Face Value Split (Sub-Division) - From Rs 2 Per Share To Rs 1 Per Share
#> 9 Interim Dividend - Rs 5.96 Per Share
#> 10 Annual General Meeting/ Dividend - Re 1 Per Share
#> openPrice highPrice lowPrice ltp previousPrice netPrice tradedQuantity
#> 1 5036.95 5499.00 5021.55 5450.75 5036.95 8.22 1806208
#> 2 129.00 139.70 128.15 137.65 129.45 6.33 34587382
#> 3 2375.00 2541.70 2373.00 2527.20 2396.00 5.48 12738830
#> 4 166.50 175.45 165.50 173.95 165.00 5.42 37917230
#> 5 102.80 107.80 102.00 106.90 102.10 4.70 27586795
#> 6 1240.00 1309.90 1228.35 1299.95 1243.80 4.51 6672822
#> 7 172.40 180.65 171.10 180.00 172.95 4.08 58262367
#> 8 980.00 1024.90 972.00 1017.60 979.25 3.92 20435469
#> 9 160.70 166.30 159.50 165.70 159.50 3.89 11093113
#> 10 386.00 408.05 384.00 404.75 389.60 3.89 43774453
#> turnoverInLakhs
#> 1 95403.73
#> 2 47031.92
#> 3 315647.83
#> 4 65103.88
#> 5 29197.86
#> 6 84453.24
#> 7 102757.34
#> 8 204078.81
#> 9 18153.88
#> 10 173556.95Stocks that have touched their 52 week highs during the day
nse_stock_year_high()
#> symbol
#> 1 ADANIGREEN
#> 2 ALOKINDS
#> 3 ANDHRACEMT
#> 4 ASTEC
#> 5 BALAJITELE
#> 6 BIOCON
#> 7 BIRLATYRE
#> 8 CENTEXT
#> 9 CORALFINAC
#> 10 COROMANDEL
#> 11 DAAWAT
#> 12 DHANUKA
#> 13 DIXON
#> 14 DNAMEDIA
#> 15 ESCORTS
#> 16 GAMMNINFRA
#> 17 GOENKA
#> 18 GSCLCEMENT
#> 19 GTLINFRA
#> 20 GUFICBIO
#> 21 HARRMALAYA
#> 22 HOTELRUGBY
#> 23 INDOSOLAR
#> 24 ISMTLTD
#> 25 ITI
#> 26 JAGSNPHARM
#> 27 JAIHINDPRO
#> 28 JIKIND
#> 29 JMTAUTOLTD
#> 30 KARDA
#> 31 KOPRAN
#> 32 KSCL
#> 33 KSERASERA
#> 34 LOTUSEYE
#> 35 LSIL
#> 36 MANAKALUCO
#> 37 MARKSANS
#> 38 METKORE
#> 39 MIC
#> 40 MITTAL
#> 41 MOREPENLAB
#> 42 MUTHOOTFIN
#> 43 N100
#> 44 NECLIFE
#> 45 NETWORK18
#> 46 OMAXE
#> 47 OPTOCIRCUI
#> 48 PRAKASHSTL
#> 49 PUNJLLOYD
#> 50 RAJRAYON
#> 51 RELIANCE
#> 52 ROHITFERRO
#> 53 RUCHI
#> 54 RUCHINFRA
#> 55 SAGARDEEP
#> 56 SCAPDVR
#> 57 SHREDIGCEM
#> 58 SUVENPHAR
#> 59 SWARAJENG
#> 60 SYNCOM
#> 61 TATACOMM
#> 62 UNITY
#> 63 VAIBHAVGBL
#> 64 VARDMNPOLY
#> 65 VIJIFIN
#> symbol_desc
#> 1 Adani Green Energy Limited
#> 2 Alok Industries Limited
#> 3 Andhra Cements Limited
#> 4 Astec LifeSciences Limited
#> 5 Balaji Telefilms Limited
#> 6 Biocon Limited
#> 7 Birla Tyres Limited
#> 8 Century Extrusions Limited
#> 9 Coral India Finance & Housing Limited
#> 10 Coromandel International Limited
#> 11 LT Foods Limited
#> 12 Dhanuka Agritech Limited
#> 13 Dixon Technologies (India) Limited
#> 14 Diligent Media Corporation Limited
#> 15 Escorts Limited
#> 16 Gammon Infrastructure Projects Limited
#> 17 Goenka Diamond and Jewels Limited
#> 18 Gujarat Sidhee Cement Limited
#> 19 GTL Infrastructure Limited
#> 20 Gufic Biosciences Limited
#> 21 Harrisons Malayalam Limited
#> 22 Hotel Rugby Limited
#> 23 Indosolar Limited
#> 24 ISMT Limited
#> 25 ITI Limited
#> 26 Jagsonpal Pharmaceuticals Limited
#> 27 Jaihind Projects Limited
#> 28 JIK Industries Limited
#> 29 JMT Auto Limited
#> 30 Karda Constructions Limited
#> 31 Kopran Limited
#> 32 Kaveri Seed Company Limited
#> 33 KSS Limited
#> 34 Lotus Eye Hospital and Institute Limited
#> 35 Lloyds Steels Industries Limited
#> 36 Manaksia Aluminium Company Limited
#> 37 Marksans Pharma Limited
#> 38 Metkore Alloys & Industries Limited
#> 39 MIC Electronics Limited
#> 40 Mittal Life Style Limited
#> 41 Morepen Laboratories Limited
#> 42 Muthoot Finance Limited
#> 43 Motilal Oswal Mutual Fund-Motilal Oswal MOSt Shares NASDAQ 100 ETF -GO
#> 44 Nectar Lifesciences Limited
#> 45 Network18 Media & Investments Limited
#> 46 Omaxe Limited
#> 47 Opto Circuits (India) Limited
#> 48 Prakash Steelage Limited
#> 49 Punj Lloyd Limited
#> 50 Raj Rayon Industries Limited
#> 51 Reliance Industries Limited
#> 52 Rohit Ferro-Tech Limited
#> 53 Ruchi Soya Industries Limited
#> 54 Ruchi Infrastructure Limited
#> 55 Sagardeep Alloys Limited
#> 56 Stampede Capital Limited
#> 57 Shree Digvijay Cement Co.Ltd
#> 58 Suven Pharmaceuticals Limited
#> 59 Swaraj Engines Limited
#> 60 Syncom Healthcare Limited
#> 61 Tata Communications Limited
#> 62 Unity Infraprojects Limited
#> 63 Vaibhav Global Limited
#> 64 Vardhman Polytex Limited
#> 65 Viji Finance Limited
#> date new_high year last_traded_price prev_high prev_close change
#> 1 2020-06-17 400.65 400.65 400.65 381.60 381.60 19.05
#> 2 2020-06-17 34.45 34.45 34.45 32.85 32.85 1.60
#> 3 2020-06-17 7.00 7.00 7.00 6.70 6.70 0.30
#> 4 2020-05-29 773.95 773.95 765.00 768.00 693.30 71.70
#> 5 2020-06-17 81.00 81.00 76.50 78.25 78.10 -1.60
#> 6 2020-06-05 404.60 404.60 393.20 400.50 396.10 -2.90
#> 7 2020-06-17 31.30 31.30 31.30 29.85 29.85 1.45
#> 8 2020-06-17 4.80 4.80 4.80 4.40 4.40 0.40
#> 9 2020-06-10 16.50 16.50 16.50 15.80 13.75 2.75
#> 10 2020-06-17 747.00 747.00 738.00 726.45 721.60 16.40
#> 11 2020-06-17 44.90 44.90 44.00 40.80 40.10 3.90
#> 12 2020-06-17 799.00 799.00 779.00 793.85 771.65 7.35
#> 13 2020-06-03 5600.00 5600.00 5580.00 5575.00 5338.35 241.65
#> 14 2020-06-17 0.80 0.80 0.80 0.75 0.75 0.05
#> 15 2020-06-17 1014.90 1014.90 983.45 1009.25 999.85 -16.40
#> 16 2020-06-17 0.65 0.65 0.65 0.65 0.60 0.05
#> 17 2020-06-17 1.20 1.20 1.20 1.15 1.15 0.05
#> 18 2020-06-17 33.80 33.80 30.40 32.15 32.15 -1.75
#> 19 2020-06-17 0.85 0.85 0.85 0.80 0.80 0.05
#> 20 2019-10-09 84.70 84.70 75.25 81.00 79.20 -3.95
#> 21 2019-06-28 81.60 81.60 76.30 75.70 71.30 5.00
#> 22 2020-06-17 1.40 1.40 1.40 1.35 1.35 0.05
#> 23 2020-06-17 1.35 1.35 1.35 1.30 1.30 0.05
#> 24 2020-06-17 7.05 7.05 6.45 6.75 6.75 -0.30
#> 25 2020-01-07 108.65 108.65 108.65 107.40 90.55 18.10
#> 26 2020-06-17 34.65 34.65 34.60 31.50 31.50 3.10
#> 27 2020-04-07 0.80 0.80 0.80 0.80 0.75 0.05
#> 28 2020-06-17 0.70 0.70 0.70 0.65 0.65 0.05
#> 29 2020-06-17 4.40 4.40 4.40 4.20 4.20 0.20
#> 30 2020-06-15 243.75 243.75 243.75 237.50 232.15 11.60
#> 31 2020-01-22 40.80 40.80 39.95 38.75 37.15 2.80
#> 32 2020-06-17 634.00 634.00 624.00 629.80 601.80 22.20
#> 33 2020-06-17 0.35 0.35 0.35 0.30 0.30 0.05
#> 34 2020-06-17 33.85 33.85 32.80 33.50 31.90 0.90
#> 35 2020-06-10 1.00 1.00 1.00 1.00 0.95 0.05
#> 36 2020-06-17 11.20 11.20 10.80 10.85 10.70 0.10
#> 37 2020-06-17 37.15 37.15 34.00 35.40 35.40 -1.40
#> 38 2020-06-17 0.70 0.70 0.70 0.65 0.65 0.05
#> 39 2019-08-20 1.05 1.05 1.00 1.05 1.00 0.00
#> 40 2020-06-17 154.75 154.75 154.65 153.50 153.10 1.55
#> 41 2020-06-17 34.95 34.95 31.20 31.90 31.90 -0.70
#> 42 2020-06-17 1199.55 1199.55 1160.30 1011.85 999.65 160.65
#> 43 2020-05-12 770.00 770.00 748.35 766.10 743.33 5.02
#> 44 2020-06-17 27.35 27.35 27.35 22.85 22.80 4.55
#> 45 2020-06-17 41.90 41.90 41.30 40.05 40.05 1.25
#> 46 2020-06-17 208.40 208.40 208.10 207.20 206.55 1.55
#> 47 2020-06-17 11.65 11.65 11.65 11.10 11.10 0.55
#> 48 2020-06-17 1.55 1.55 1.55 1.50 1.50 0.05
#> 49 2020-06-17 1.70 1.70 1.70 1.65 1.65 0.05
#> 50 2020-06-17 0.40 0.40 0.40 0.35 0.35 0.05
#> 51 2020-06-16 1665.00 1665.00 1662.90 1648.55 1615.35 47.55
#> 52 2020-06-17 1.15 1.15 1.15 1.10 1.10 0.05
#> 53 2020-06-17 1134.10 1134.10 1134.10 1080.10 1080.10 54.00
#> 54 2020-06-17 16.05 16.05 16.05 15.30 15.30 0.75
#> 55 2020-06-17 99.10 99.10 98.80 97.00 96.85 1.95
#> 56 2020-06-17 0.75 0.75 0.75 0.70 0.70 0.05
#> 57 2020-06-17 51.90 51.90 47.25 49.00 48.40 -1.15
#> 58 2020-03-11 367.50 367.50 345.00 353.90 333.65 11.35
#> 59 2019-06-21 1445.00 1445.00 1429.00 1429.50 1305.00 124.00
#> 60 2020-06-17 2.20 2.20 2.20 2.10 2.10 0.10
#> 61 2020-06-17 610.00 610.00 593.00 610.00 596.40 -3.40
#> 62 2020-06-17 0.65 0.65 0.65 0.60 0.60 0.05
#> 63 2020-06-15 1270.00 1270.00 1269.00 1249.70 1187.65 81.35
#> 64 2020-06-17 5.25 5.25 5.25 5.00 5.00 0.25
#> 65 2020-06-17 0.65 0.65 0.65 0.60 0.60 0.05
#> percent_change
#> 1 4.99
#> 2 4.87
#> 3 4.48
#> 4 10.34
#> 5 -2.05
#> 6 -0.73
#> 7 4.86
#> 8 9.09
#> 9 20.00
#> 10 2.27
#> 11 9.73
#> 12 0.95
#> 13 4.53
#> 14 6.67
#> 15 -1.64
#> 16 8.33
#> 17 4.35
#> 18 -5.44
#> 19 6.25
#> 20 -4.99
#> 21 7.01
#> 22 3.70
#> 23 3.85
#> 24 -4.44
#> 25 19.99
#> 26 9.84
#> 27 6.67
#> 28 7.69
#> 29 4.76
#> 30 5.00
#> 31 7.54
#> 32 3.69
#> 33 16.67
#> 34 2.82
#> 35 5.26
#> 36 0.93
#> 37 -3.95
#> 38 7.69
#> 39 0.00
#> 40 1.01
#> 41 -2.19
#> 42 16.07
#> 43 0.68
#> 44 19.96
#> 45 3.12
#> 46 0.75
#> 47 4.95
#> 48 3.33
#> 49 3.03
#> 50 14.29
#> 51 2.94
#> 52 4.55
#> 53 5.00
#> 54 4.90
#> 55 2.01
#> 56 7.14
#> 57 -2.38
#> 58 3.40
#> 59 9.50
#> 60 4.76
#> 61 -0.57
#> 62 8.33
#> 63 6.85
#> 64 5.00
#> 65 8.33
# retain original column names as returned by NSE
nse_stock_year_high(clean_names = FALSE)
#> symbol
#> 1 ADANIGREEN
#> 2 ALOKINDS
#> 3 ANDHRACEMT
#> 4 ASTEC
#> 5 BALAJITELE
#> 6 BIOCON
#> 7 BIRLATYRE
#> 8 CENTEXT
#> 9 CORALFINAC
#> 10 COROMANDEL
#> 11 DAAWAT
#> 12 DHANUKA
#> 13 DIXON
#> 14 DNAMEDIA
#> 15 ESCORTS
#> 16 GAMMNINFRA
#> 17 GOENKA
#> 18 GSCLCEMENT
#> 19 GTLINFRA
#> 20 GUFICBIO
#> 21 HARRMALAYA
#> 22 HOTELRUGBY
#> 23 INDOSOLAR
#> 24 ISMTLTD
#> 25 ITI
#> 26 JAGSNPHARM
#> 27 JAIHINDPRO
#> 28 JIKIND
#> 29 JMTAUTOLTD
#> 30 KARDA
#> 31 KOPRAN
#> 32 KSCL
#> 33 KSERASERA
#> 34 LOTUSEYE
#> 35 LSIL
#> 36 MANAKALUCO
#> 37 MARKSANS
#> 38 METKORE
#> 39 MIC
#> 40 MITTAL
#> 41 MOREPENLAB
#> 42 MUTHOOTFIN
#> 43 N100
#> 44 NECLIFE
#> 45 NETWORK18
#> 46 OMAXE
#> 47 OPTOCIRCUI
#> 48 PRAKASHSTL
#> 49 PUNJLLOYD
#> 50 RAJRAYON
#> 51 RELIANCE
#> 52 ROHITFERRO
#> 53 RUCHI
#> 54 RUCHINFRA
#> 55 SAGARDEEP
#> 56 SCAPDVR
#> 57 SHREDIGCEM
#> 58 SUVENPHAR
#> 59 SWARAJENG
#> 60 SYNCOM
#> 61 TATACOMM
#> 62 UNITY
#> 63 VAIBHAVGBL
#> 64 VARDMNPOLY
#> 65 VIJIFIN
#> symbolDesc
#> 1 Adani Green Energy Limited
#> 2 Alok Industries Limited
#> 3 Andhra Cements Limited
#> 4 Astec LifeSciences Limited
#> 5 Balaji Telefilms Limited
#> 6 Biocon Limited
#> 7 Birla Tyres Limited
#> 8 Century Extrusions Limited
#> 9 Coral India Finance & Housing Limited
#> 10 Coromandel International Limited
#> 11 LT Foods Limited
#> 12 Dhanuka Agritech Limited
#> 13 Dixon Technologies (India) Limited
#> 14 Diligent Media Corporation Limited
#> 15 Escorts Limited
#> 16 Gammon Infrastructure Projects Limited
#> 17 Goenka Diamond and Jewels Limited
#> 18 Gujarat Sidhee Cement Limited
#> 19 GTL Infrastructure Limited
#> 20 Gufic Biosciences Limited
#> 21 Harrisons Malayalam Limited
#> 22 Hotel Rugby Limited
#> 23 Indosolar Limited
#> 24 ISMT Limited
#> 25 ITI Limited
#> 26 Jagsonpal Pharmaceuticals Limited
#> 27 Jaihind Projects Limited
#> 28 JIK Industries Limited
#> 29 JMT Auto Limited
#> 30 Karda Constructions Limited
#> 31 Kopran Limited
#> 32 Kaveri Seed Company Limited
#> 33 KSS Limited
#> 34 Lotus Eye Hospital and Institute Limited
#> 35 Lloyds Steels Industries Limited
#> 36 Manaksia Aluminium Company Limited
#> 37 Marksans Pharma Limited
#> 38 Metkore Alloys & Industries Limited
#> 39 MIC Electronics Limited
#> 40 Mittal Life Style Limited
#> 41 Morepen Laboratories Limited
#> 42 Muthoot Finance Limited
#> 43 Motilal Oswal Mutual Fund-Motilal Oswal MOSt Shares NASDAQ 100 ETF -GO
#> 44 Nectar Lifesciences Limited
#> 45 Network18 Media & Investments Limited
#> 46 Omaxe Limited
#> 47 Opto Circuits (India) Limited
#> 48 Prakash Steelage Limited
#> 49 Punj Lloyd Limited
#> 50 Raj Rayon Industries Limited
#> 51 Reliance Industries Limited
#> 52 Rohit Ferro-Tech Limited
#> 53 Ruchi Soya Industries Limited
#> 54 Ruchi Infrastructure Limited
#> 55 Sagardeep Alloys Limited
#> 56 Stampede Capital Limited
#> 57 Shree Digvijay Cement Co.Ltd
#> 58 Suven Pharmaceuticals Limited
#> 59 Swaraj Engines Limited
#> 60 Syncom Healthcare Limited
#> 61 Tata Communications Limited
#> 62 Unity Infraprojects Limited
#> 63 Vaibhav Global Limited
#> 64 Vardhman Polytex Limited
#> 65 Viji Finance Limited
#> dt value year ltp value_old prev change pChange
#> 1 2020-06-17 400.65 400.65 400.65 381.60 381.60 19.05 4.99
#> 2 2020-06-17 34.45 34.45 34.45 32.85 32.85 1.60 4.87
#> 3 2020-06-17 7.00 7.00 7.00 6.70 6.70 0.30 4.48
#> 4 2020-05-29 773.95 773.95 765.00 768.00 693.30 71.70 10.34
#> 5 2020-06-17 81.00 81.00 76.50 78.25 78.10 -1.60 -2.05
#> 6 2020-06-05 404.60 404.60 393.20 400.50 396.10 -2.90 -0.73
#> 7 2020-06-17 31.30 31.30 31.30 29.85 29.85 1.45 4.86
#> 8 2020-06-17 4.80 4.80 4.80 4.40 4.40 0.40 9.09
#> 9 2020-06-10 16.50 16.50 16.50 15.80 13.75 2.75 20.00
#> 10 2020-06-17 747.00 747.00 738.00 726.45 721.60 16.40 2.27
#> 11 2020-06-17 44.90 44.90 44.00 40.80 40.10 3.90 9.73
#> 12 2020-06-17 799.00 799.00 779.00 793.85 771.65 7.35 0.95
#> 13 2020-06-03 5600.00 5600.00 5580.00 5575.00 5338.35 241.65 4.53
#> 14 2020-06-17 0.80 0.80 0.80 0.75 0.75 0.05 6.67
#> 15 2020-06-17 1014.90 1014.90 983.45 1009.25 999.85 -16.40 -1.64
#> 16 2020-06-17 0.65 0.65 0.65 0.65 0.60 0.05 8.33
#> 17 2020-06-17 1.20 1.20 1.20 1.15 1.15 0.05 4.35
#> 18 2020-06-17 33.80 33.80 30.40 32.15 32.15 -1.75 -5.44
#> 19 2020-06-17 0.85 0.85 0.85 0.80 0.80 0.05 6.25
#> 20 2019-10-09 84.70 84.70 75.25 81.00 79.20 -3.95 -4.99
#> 21 2019-06-28 81.60 81.60 76.30 75.70 71.30 5.00 7.01
#> 22 2020-06-17 1.40 1.40 1.40 1.35 1.35 0.05 3.70
#> 23 2020-06-17 1.35 1.35 1.35 1.30 1.30 0.05 3.85
#> 24 2020-06-17 7.05 7.05 6.45 6.75 6.75 -0.30 -4.44
#> 25 2020-01-07 108.65 108.65 108.65 107.40 90.55 18.10 19.99
#> 26 2020-06-17 34.65 34.65 34.60 31.50 31.50 3.10 9.84
#> 27 2020-04-07 0.80 0.80 0.80 0.80 0.75 0.05 6.67
#> 28 2020-06-17 0.70 0.70 0.70 0.65 0.65 0.05 7.69
#> 29 2020-06-17 4.40 4.40 4.40 4.20 4.20 0.20 4.76
#> 30 2020-06-15 243.75 243.75 243.75 237.50 232.15 11.60 5.00
#> 31 2020-01-22 40.80 40.80 39.95 38.75 37.15 2.80 7.54
#> 32 2020-06-17 634.00 634.00 624.00 629.80 601.80 22.20 3.69
#> 33 2020-06-17 0.35 0.35 0.35 0.30 0.30 0.05 16.67
#> 34 2020-06-17 33.85 33.85 32.80 33.50 31.90 0.90 2.82
#> 35 2020-06-10 1.00 1.00 1.00 1.00 0.95 0.05 5.26
#> 36 2020-06-17 11.20 11.20 10.80 10.85 10.70 0.10 0.93
#> 37 2020-06-17 37.15 37.15 34.00 35.40 35.40 -1.40 -3.95
#> 38 2020-06-17 0.70 0.70 0.70 0.65 0.65 0.05 7.69
#> 39 2019-08-20 1.05 1.05 1.00 1.05 1.00 0.00 0.00
#> 40 2020-06-17 154.75 154.75 154.65 153.50 153.10 1.55 1.01
#> 41 2020-06-17 34.95 34.95 31.20 31.90 31.90 -0.70 -2.19
#> 42 2020-06-17 1199.55 1199.55 1160.30 1011.85 999.65 160.65 16.07
#> 43 2020-05-12 770.00 770.00 748.35 766.10 743.33 5.02 0.68
#> 44 2020-06-17 27.35 27.35 27.35 22.85 22.80 4.55 19.96
#> 45 2020-06-17 41.90 41.90 41.30 40.05 40.05 1.25 3.12
#> 46 2020-06-17 208.40 208.40 208.10 207.20 206.55 1.55 0.75
#> 47 2020-06-17 11.65 11.65 11.65 11.10 11.10 0.55 4.95
#> 48 2020-06-17 1.55 1.55 1.55 1.50 1.50 0.05 3.33
#> 49 2020-06-17 1.70 1.70 1.70 1.65 1.65 0.05 3.03
#> 50 2020-06-17 0.40 0.40 0.40 0.35 0.35 0.05 14.29
#> 51 2020-06-16 1665.00 1665.00 1662.90 1648.55 1615.35 47.55 2.94
#> 52 2020-06-17 1.15 1.15 1.15 1.10 1.10 0.05 4.55
#> 53 2020-06-17 1134.10 1134.10 1134.10 1080.10 1080.10 54.00 5.00
#> 54 2020-06-17 16.05 16.05 16.05 15.30 15.30 0.75 4.90
#> 55 2020-06-17 99.10 99.10 98.80 97.00 96.85 1.95 2.01
#> 56 2020-06-17 0.75 0.75 0.75 0.70 0.70 0.05 7.14
#> 57 2020-06-17 51.90 51.90 47.25 49.00 48.40 -1.15 -2.38
#> 58 2020-03-11 367.50 367.50 345.00 353.90 333.65 11.35 3.40
#> 59 2019-06-21 1445.00 1445.00 1429.00 1429.50 1305.00 124.00 9.50
#> 60 2020-06-17 2.20 2.20 2.20 2.10 2.10 0.10 4.76
#> 61 2020-06-17 610.00 610.00 593.00 610.00 596.40 -3.40 -0.57
#> 62 2020-06-17 0.65 0.65 0.65 0.60 0.60 0.05 8.33
#> 63 2020-06-15 1270.00 1270.00 1269.00 1249.70 1187.65 81.35 6.85
#> 64 2020-06-17 5.25 5.25 5.25 5.00 5.00 0.25 5.00
#> 65 2020-06-17 0.65 0.65 0.65 0.60 0.60 0.05 8.33Most actively traded stocks in a month
nse_stock_most_traded()
#> security share_turnover traded_quantity no_of_trades
#> 1 Reliance Industries Ltd 6.82 4620 9245543
#> 2 Hindustan Unilever Ltd 6.25 3185 5752204
#> 3 Bajaj Finance Ltd 4.14 2057 8232909
#> 4 HDFC Bank Ltd 3.43 3832 7054716
#> 5 ICICI Bank Ltd 3.36 10513 9288909
#> 6 AXIS Bank Ltd 3.15 8265 8308649
#> 7 Bharti Airtel Ltd 3.00 5347 5774781
#> 8 HDFC Ltd 2.46 1518 4924321
#> 9 Maruti Suzuki India Ltd 2.14 426 3320762
#> 10 State Bank Of India 2.03 12470 7371875
#> 11 TOTAL of Top Ten securities 36.78 52234 69274669
#> 12 TOTAL 100.00 493359 341796702
#> avg_daily_turnonver turnover
#> 1 3591.40 68236.63
#> 2 3292.50 62557.46
#> 3 2179.74 41415.04
#> 4 1808.33 34358.27
#> 5 1767.89 33589.97
#> 6 1658.21 31506.01
#> 7 1577.88 29979.79
#> 8 1293.73 24580.89
#> 9 1125.83 21390.76
#> 10 1069.64 20323.16
#> 11 19365.16 367937.97
#> 12 52655.61 1000456.50
# retain original column names as returned by NSE
nse_stock_most_traded(clean_names = FALSE)
#> skipped sharetotal trdQty nooftrades avgdailyturn
#> 1 Reliance Industries Ltd 6.82 4620 9245543 3591.40
#> 2 Hindustan Unilever Ltd 6.25 3185 5752204 3292.50
#> 3 Bajaj Finance Ltd 4.14 2057 8232909 2179.74
#> 4 HDFC Bank Ltd 3.43 3832 7054716 1808.33
#> 5 ICICI Bank Ltd 3.36 10513 9288909 1767.89
#> 6 AXIS Bank Ltd 3.15 8265 8308649 1658.21
#> 7 Bharti Airtel Ltd 3.00 5347 5774781 1577.88
#> 8 HDFC Ltd 2.46 1518 4924321 1293.73
#> 9 Maruti Suzuki India Ltd 2.14 426 3320762 1125.83
#> 10 State Bank Of India 2.03 12470 7371875 1069.64
#> 11 TOTAL of Top Ten securities 36.78 52234 69274669 19365.16
#> 12 TOTAL 100.00 493359 341796702 52655.61
#> turnover
#> 1 68236.63
#> 2 62557.46
#> 3 41415.04
#> 4 34358.27
#> 5 33589.97
#> 6 31506.01
#> 7 29979.79
#> 8 24580.89
#> 9 21390.76
#> 10 20323.16
#> 11 367937.97
#> 12 1000456.50Futures & Options
Top futures and options gainers for the last trading session.
nse_fo_top_gainers()
#> symbol series last_corp_announcement_date
#> 1 BHEL EQ 2019-09-11
#> 2 MUTHOOTFIN EQ 2020-03-23
#> 3 BAJAJFINSV EQ 2020-03-03
#> 4 BEL EQ 2020-02-11
#> 5 COALINDIA EQ 2020-03-19
#> 6 CHOLAFIN EQ 2020-03-04
#> 7 BAJFINANCE EQ 2020-03-03
#> 8 ZEEL EQ 2019-07-15
#> 9 NCC EQ 2019-08-08
#> 10 VEDL EQ 2020-03-05
#> last_corp_announcement open_price high_price
#> 1 Annual General Meeting/Dividend - Rs 1.20 Per Share 28.65 32.15
#> 2 Interim Dividend - Rs 15 Per Share 1036.90 1199.55
#> 3 Interim Dividend - Rs 5 Per Share 5036.95 5499.00
#> 4 Interim Dividend - Rs 1.40 Per Share 71.95 77.25
#> 5 Interim Dividend - Rs 12 Per Share 129.00 139.70
#> 6 Interim Dividend-Re 0.70 Per Share 168.20 178.80
#> 7 Interim Dividend - Rs 10 Per Share 2375.00 2541.70
#> 8 Annual General Meeting/ Dividend - Rs 3.50 Per Share 166.50 175.45
#> 9 Dividend - Rs 1.50 Per Share 27.80 29.70
#> 10 Interim Dividend - Rs 3.9 Per Share 102.80 107.80
#> low_price last_traded_price prev_close_price percent_change traded_quantity
#> 1 28.50 32.00 27.45 16.58 250949789
#> 2 1036.90 1160.30 999.65 16.07 18024858
#> 3 5021.55 5450.75 5036.95 8.22 1806208
#> 4 71.65 76.95 71.65 7.40 33392838
#> 5 128.15 137.65 129.45 6.33 34587382
#> 6 168.20 177.95 168.20 5.80 26257427
#> 7 2373.00 2527.20 2396.00 5.48 12738830
#> 8 165.50 173.95 165.00 5.42 37917230
#> 9 27.55 29.30 27.85 5.21 26610887
#> 10 102.00 106.90 102.10 4.70 27586795
#> turnover_in_lakhs
#> 1 77443.10
#> 2 203545.71
#> 3 95403.73
#> 4 25204.91
#> 5 47031.92
#> 6 45821.84
#> 7 315647.83
#> 8 65103.88
#> 9 7743.77
#> 10 29197.86
# retain original column names as returned by NSE
nse_fo_top_gainers(clean_names = FALSE)
#> symbol series lastCorpAnnouncementDate
#> 1 BHEL EQ 2019-09-11
#> 2 MUTHOOTFIN EQ 2020-03-23
#> 3 BAJAJFINSV EQ 2020-03-03
#> 4 BEL EQ 2020-02-11
#> 5 COALINDIA EQ 2020-03-19
#> 6 CHOLAFIN EQ 2020-03-04
#> 7 BAJFINANCE EQ 2020-03-03
#> 8 ZEEL EQ 2019-07-15
#> 9 NCC EQ 2019-08-08
#> 10 VEDL EQ 2020-03-05
#> lastCorpAnnouncement openPrice highPrice
#> 1 Annual General Meeting/Dividend - Rs 1.20 Per Share 28.65 32.15
#> 2 Interim Dividend - Rs 15 Per Share 1036.90 1199.55
#> 3 Interim Dividend - Rs 5 Per Share 5036.95 5499.00
#> 4 Interim Dividend - Rs 1.40 Per Share 71.95 77.25
#> 5 Interim Dividend - Rs 12 Per Share 129.00 139.70
#> 6 Interim Dividend-Re 0.70 Per Share 168.20 178.80
#> 7 Interim Dividend - Rs 10 Per Share 2375.00 2541.70
#> 8 Annual General Meeting/ Dividend - Rs 3.50 Per Share 166.50 175.45
#> 9 Dividend - Rs 1.50 Per Share 27.80 29.70
#> 10 Interim Dividend - Rs 3.9 Per Share 102.80 107.80
#> lowPrice ltp previousPrice netPrice tradedQuantity turnoverInLakhs
#> 1 28.50 32.00 27.45 16.58 250949789 77443.10
#> 2 1036.90 1160.30 999.65 16.07 18024858 203545.71
#> 3 5021.55 5450.75 5036.95 8.22 1806208 95403.73
#> 4 71.65 76.95 71.65 7.40 33392838 25204.91
#> 5 128.15 137.65 129.45 6.33 34587382 47031.92
#> 6 168.20 177.95 168.20 5.80 26257427 45821.84
#> 7 2373.00 2527.20 2396.00 5.48 12738830 315647.83
#> 8 165.50 173.95 165.00 5.42 37917230 65103.88
#> 9 27.55 29.30 27.85 5.21 26610887 7743.77
#> 10 102.00 106.90 102.10 4.70 27586795 29197.86Pre Open Market Data
Fetch data of pre open session of Nifty Bank.
nse_preopen_nifty_bank()
#> symbol series corp_action_date corp_action
#> 1 FEDERALBNK EQ <NA> <NA>
#> 2 AXISBANK EQ <NA> <NA>
#> 3 RBLBANK EQ 2020-03-23 INTERIM DIVIDEND - RS 1.50 PER SHARE
#> 4 ICICIBANK EQ <NA> <NA>
#> 5 INDUSINDBK EQ <NA> <NA>
#> 6 SBIN EQ <NA> <NA>
#> 7 KOTAKBANK EQ <NA> <NA>
#> 8 BANKBARODA EQ <NA> <NA>
#> 9 PNB EQ <NA> <NA>
#> 10 BANDHANBNK EQ <NA> <NA>
#> 11 IDFCFIRSTB EQ <NA> <NA>
#> 12 HDFCBANK EQ <NA> <NA>
#> price change percent_change prev_close quantity value mkt_cap year_high
#> 1 46.25 -0.45 -0.96 46.70 34005 15.73 9310.19 110.40
#> 2 386.00 -3.60 -0.92 389.60 38462 148.46 87921.92 819.00
#> 3 161.00 -1.35 -0.83 162.35 25355 40.82 7677.08 663.00
#> 4 340.00 -1.95 -0.57 341.95 36447 123.92 221323.07 552.20
#> 5 489.50 -1.65 -0.34 491.15 24913 121.95 29634.63 1596.55
#> 6 172.40 -0.55 -0.32 172.95 77741 134.03 66371.00 373.80
#> 7 1240.00 -3.80 -0.31 1243.80 6537 81.06 166510.81 1740.00
#> 8 44.80 -0.10 -0.22 44.90 17855 8.00 5394.05 132.85
#> 9 33.10 -0.05 -0.15 33.15 28628 9.48 3796.96 83.40
#> 10 263.00 -0.20 -0.08 263.20 9118 23.98 11019.05 650.00
#> 11 25.55 0.10 0.39 25.45 73524 18.79 5263.72 47.95
#> 12 980.00 0.75 0.08 979.25 44801 439.05 424081.52 1305.50
#> year_low sum_val sum_quantity fin_quantity sum_fin_quantity
#> 1 35.70 1165.26 205313 34005 417386
#> 2 286.00 1165.26 205313 38462 417386
#> 3 101.55 1165.26 205313 25355 417386
#> 4 268.30 1165.26 205313 36447 417386
#> 5 235.55 1165.26 205313 24913 417386
#> 6 149.45 1165.26 205313 77741 417386
#> 7 1001.00 1165.26 205313 6537 417386
#> 8 36.00 1165.26 205313 17855 417386
#> 9 26.30 1165.26 205313 28628 417386
#> 10 152.20 1165.26 205313 9118 417386
#> 11 17.65 1165.26 205313 73524 417386
#> 12 738.75 1165.26 205313 44801 417386
# retain original column names as returned by NSE
nse_preopen_nifty(clean_names = FALSE)
#> symbol series xDt
#> 1 JSWSTEEL EQ <NA>
#> 2 ONGC EQ 2020-03-23
#> 3 INFRATEL EQ 2020-05-05
#> 4 LT EQ 2020-03-24
#> 5 AXISBANK EQ <NA>
#> 6 BAJFINANCE EQ <NA>
#> 7 HCLTECH EQ <NA>
#> 8 ICICIBANK EQ <NA>
#> 9 MARUTI EQ <NA>
#> 10 RELIANCE EQ 2020-05-13
#> 11 TITAN EQ <NA>
#> 12 WIPRO EQ <NA>
#> 13 TATAMOTORS EQ <NA>
#> 14 HINDUNILVR EQ <NA>
#> 15 COALINDIA EQ <NA>
#> 16 INDUSINDBK EQ <NA>
#> 17 SBIN EQ <NA>
#> 18 KOTAKBANK EQ <NA>
#> 19 ADANIPORTS EQ 2020-06-17
#> 20 HDFC EQ <NA>
#> 21 ULTRACEMCO EQ <NA>
#> 22 GRASIM EQ <NA>
#> 23 TCS EQ 2020-06-03
#> 24 M&M EQ <NA>
#> 25 BPCL EQ 2020-03-23
#> 26 HEROMOTOCO EQ <NA>
#> 27 TECHM EQ <NA>
#> 28 IOC EQ 2020-03-23
#> 29 EICHERMOT EQ <NA>
#> 30 ZEEL EQ <NA>
#> 31 POWERGRID EQ <NA>
#> 32 VEDL EQ <NA>
#> 33 INFY EQ 2020-05-29
#> 34 DRREDDY EQ <NA>
#> 35 UPL EQ <NA>
#> 36 BRITANNIA EQ <NA>
#> 37 SHREECEM EQ <NA>
#> 38 NTPC EQ 2020-03-26
#> 39 HINDALCO EQ <NA>
#> 40 GAIL EQ <NA>
#> 41 CIPLA EQ <NA>
#> 42 BHARTIARTL EQ <NA>
#> 43 NESTLEIND EQ 2020-06-11
#> 44 HDFCBANK EQ <NA>
#> 45 TATASTEEL EQ <NA>
#> 46 BAJAJFINSV EQ <NA>
#> 47 ITC EQ <NA>
#> 48 SUNPHARMA EQ <NA>
#> 49 ASIANPAINT EQ <NA>
#> 50 BAJAJ-AUTO EQ <NA>
#> caAct iep chn perChn
#> 1 <NA> 189.00 -2.85 -1.49
#> 2 INTERIM DIVIDEND - RS 5 PER SHARE 83.00 -1.20 -1.43
#> 3 INTERIM DIVIDEND - RS 4.10 PER SHARE 208.95 2.70 1.31
#> 4 INTERIM DIVIDEND - RS 10 PER SHARE 876.00 -8.80 -0.99
#> 5 <NA> 386.00 -3.60 -0.92
#> 6 <NA> 2375.00 -21.00 -0.88
#> 7 <NA> 571.20 -4.65 -0.81
#> 8 <NA> 340.00 -1.95 -0.57
#> 9 <NA> 5695.00 -31.20 -0.54
#> 10 RIGHTS 1:15 @ PREMIUM RS 1247 1607.00 -8.35 -0.52
#> 11 <NA> 958.10 -4.90 -0.51
#> 12 <NA> 216.80 -1.00 -0.46
#> 13 <NA> 95.00 -0.40 -0.42
#> 14 <NA> 2070.25 -8.00 -0.38
#> 15 <NA> 129.00 -0.45 -0.35
#> 16 <NA> 489.50 -1.65 -0.34
#> 17 <NA> 172.40 -0.55 -0.32
#> 18 <NA> 1240.00 -3.80 -0.31
#> 19 ANNUAL GENERAL MEETING 340.35 -0.95 -0.28
#> 20 <NA> 1790.00 -4.65 -0.26
#> 21 <NA> 3799.70 -9.50 -0.25
#> 22 <NA> 583.00 -0.85 -0.15
#> 23 DIVIDEND - RS 6 PER SHARE 2045.00 -2.80 -0.14
#> 24 <NA> 496.90 -0.70 -0.14
#> 25 INTERIM DIVIDEND - RS 16.50 PER SHARE 364.10 -0.50 -0.14
#> 26 <NA> 2360.25 -3.05 -0.13
#> 27 <NA> 535.05 -0.50 -0.09
#> 28 INTERIM DIVIDEND - RS 4.25 PER SHARE 84.30 -0.05 -0.06
#> 29 <NA> 16788.50 -8.35 -0.05
#> 30 <NA> 166.50 1.50 0.91
#> 31 <NA> 160.70 1.20 0.75
#> 32 <NA> 102.80 0.70 0.69
#> 33 DIVIDEND - RS 9.50 PER SHARE 708.20 4.55 0.65
#> 34 <NA> 4010.00 24.80 0.62
#> 35 <NA> 422.85 2.05 0.49
#> 36 <NA> 3415.00 13.55 0.40
#> 37 <NA> 21718.00 82.60 0.38
#> 38 INTERIM DIVIDEND - RS 0.50 PER HSARE 91.80 0.30 0.33
#> 39 <NA> 148.45 0.45 0.30
#> 40 <NA> 96.50 0.25 0.26
#> 41 <NA> 641.65 1.30 0.20
#> 42 <NA> 564.25 0.80 0.14
#> 43 ANNUAL GENERAL MEETING/DIVIDEND - RS 61 PER SHARE 16218.50 20.35 0.13
#> 44 <NA> 980.00 0.75 0.08
#> 45 <NA> 308.20 0.00 0.00
#> 46 <NA> 5036.95 0.00 0.00
#> 47 <NA> 181.20 0.00 0.00
#> 48 <NA> 485.65 0.00 0.00
#> 49 <NA> 1595.40 0.00 0.00
#> 50 <NA> 2689.45 0.00 0.00
#> pCls trdQnty iVal mktCap yHigh yLow sumVal sumQnty finQnty
#> 1 191.85 10577 19.99 19477.24 296.75 132.50 3632.29 413159 10577
#> 2 84.20 32140 26.68 30718.53 173.45 50.00 3632.29 413159 32140
#> 3 206.25 28951 60.49 17548.16 296.50 120.05 3632.29 413159 28951
#> 4 884.80 16578 145.22 109298.80 1591.65 661.00 3632.29 413159 16578
#> 5 389.60 38462 148.46 87921.92 819.00 286.00 3632.29 413159 38462
#> 6 2396.00 6468 153.62 63432.47 4923.40 1783.00 3632.29 413159 6468
#> 7 575.85 2417 13.81 62506.56 623.50 375.25 3632.29 413159 2417
#> 8 341.95 36447 123.92 221323.07 552.20 268.30 3632.29 413159 36447
#> 9 5726.20 1902 108.32 76109.92 7758.70 4001.10 3632.29 413159 1902
#> 10 1615.35 28200 453.17 522246.83 1648.55 866.98 3632.29 413159 28200
#> 11 963.00 1245 11.93 40182.09 1389.95 720.90 3632.29 413159 1245
#> 12 217.80 5193 11.26 32353.00 300.50 159.40 3632.29 413159 5193
#> 13 95.40 111472 105.90 17091.91 201.70 63.50 3632.29 413159 111472
#> 14 2078.25 4694 97.18 148468.30 2614.30 1659.05 3632.29 413159 4694
#> 15 129.45 39277 50.67 27124.02 265.35 119.20 3632.29 413159 39277
#> 16 491.15 24913 121.95 29634.63 1596.55 235.55 3632.29 413159 24913
#> 17 172.95 77741 134.03 66371.00 373.80 149.45 3632.29 413159 77741
#> 18 1243.80 6537 81.06 166510.81 1740.00 1001.00 3632.29 413159 6537
#> 19 341.30 2285 7.78 26350.60 428.85 203.00 3632.29 413159 2285
#> 20 1794.65 8593 153.81 310288.49 2499.90 1473.45 3632.29 413159 8593
#> 21 3809.20 215 8.17 43976.98 4754.10 2910.00 3632.29 413159 215
#> 22 583.85 1561 9.10 23043.35 949.50 385.05 3632.29 413159 1561
#> 23 2047.80 1647 33.68 215155.74 2296.20 1506.05 3632.29 413159 1647
#> 24 497.60 4533 22.52 47633.17 675.30 245.40 3632.29 413159 4533
#> 25 364.60 3226 11.75 29263.65 549.00 252.00 3632.29 413159 3226
#> 26 2363.30 1617 38.17 30682.86 3022.90 1475.00 3632.29 413159 1617
#> 27 535.55 2960 15.84 33101.32 845.90 471.40 3632.29 413159 2960
#> 28 84.35 18850 15.89 21440.28 158.00 71.15 3632.29 413159 18850
#> 29 16796.85 360 60.44 23390.17 23450.00 12450.10 3632.29 413159 360
#> 30 165.00 28857 48.05 15055.57 405.20 114.00 3632.29 413159 28857
#> 31 159.50 13314 21.40 40887.49 216.25 122.15 3632.29 413159 13314
#> 32 102.10 14546 14.95 18596.76 180.00 60.20 3632.29 413159 14546
#> 33 703.65 22552 159.71 257721.77 847.00 509.25 3632.29 413159 22552
#> 34 3985.20 1530 61.35 48340.12 4190.00 2351.20 3632.29 413159 1530
#> 35 420.80 14166 59.90 23148.74 709.05 240.15 3632.29 413159 14166
#> 36 3401.45 1461 49.89 40079.10 3708.00 2100.00 3632.29 413159 1461
#> 37 21635.40 113 24.54 28882.99 25355.00 15410.00 3632.29 413159 113
#> 38 91.50 14327 13.15 44362.25 145.85 73.20 3632.29 413159 14327
#> 39 148.00 21655 32.15 21607.12 221.20 84.90 3632.29 413159 21655
#> 40 96.25 12682 12.24 17798.15 157.38 65.00 3632.29 413159 12682
#> 41 640.35 1873 12.02 32525.19 669.75 355.30 3632.29 413159 1873
#> 42 563.45 29784 168.06 126031.29 612.00 321.15 3632.29 413159 29784
#> 43 16198.15 145 23.52 57784.98 18369.95 11265.00 3632.29 413159 145
#> 44 979.25 44801 439.05 424081.52 1305.50 738.75 3632.29 413159 44801
#> 45 308.20 17080 52.64 23261.33 516.45 250.85 3632.29 413159 17080
#> 46 5036.95 1113 56.06 30459.53 9950.00 3985.30 3632.29 413159 1113
#> 47 181.20 41650 75.47 158142.01 282.90 134.60 3632.29 413159 41650
#> 48 485.65 4026 19.55 52435.67 512.70 312.00 3632.29 413159 4026
#> 49 1595.40 1744 27.82 71924.30 1916.70 1291.25 3632.29 413159 1744
#> 50 2689.45 594 15.98 35020.72 3315.15 1788.65 3632.29 413159 594
#> sumfinQnty
#> 1 807074
#> 2 807074
#> 3 807074
#> 4 807074
#> 5 807074
#> 6 807074
#> 7 807074
#> 8 807074
#> 9 807074
#> 10 807074
#> 11 807074
#> 12 807074
#> 13 807074
#> 14 807074
#> 15 807074
#> 16 807074
#> 17 807074
#> 18 807074
#> 19 807074
#> 20 807074
#> 21 807074
#> 22 807074
#> 23 807074
#> 24 807074
#> 25 807074
#> 26 807074
#> 27 807074
#> 28 807074
#> 29 807074
#> 30 807074
#> 31 807074
#> 32 807074
#> 33 807074
#> 34 807074
#> 35 807074
#> 36 807074
#> 37 807074
#> 38 807074
#> 39 807074
#> 40 807074
#> 41 807074
#> 42 807074
#> 43 807074
#> 44 807074
#> 45 807074
#> 46 807074
#> 47 807074
#> 48 807074
#> 49 807074
#> 50 807074Advances & Declines
nse_advances_declines()
#> index_name advances declines unchanged
#> 1 NIFTY 50 40 10 0
#> 2 NIFTY NEXT 50 33 16 1
#> 3 NIFTY IT 8 2 0
#> 4 NIFTY BANK 12 0 0
#> 5 NIFTY MIDCAP 50 37 13 0
#> 6 NIFTY INFRA 22 8 0
#> 7 NIFTY REALTY 8 2 0
#> 8 NIFTY ENERGY 9 1 0
#> 9 NIFTY FMCG 12 3 0
#> 10 NIFTY MNC 18 12 0
#> 11 NIFTY PHARMA 5 5 0
#> 12 NIFTY PSE 17 2 1
#> 13 NIFTY PSU BANK 12 1 0
#> 14 NIFTY SERV SECTOR 26 4 0
#> 15 NIFTY COMMODITIES 24 5 1
#> 16 NIFTY CONSUMPTION 16 14 0
#> 17 NIFTY FIN SERVICE 18 2 0
#> 18 NIFTY AUTO 10 5 0
#> 19 NIFTY DIV OPPS 50 35 14 1
#> 20 NIFTY MEDIA 10 4 0
#> 21 NIFTY METAL 11 4 0
#> 22 NIFTY100 LIQ 15 11 4 0
#> 23 NIFTY CPSE 9 2 1
#> 24 NIFTY GROWSECT 15 12 3 0
#> 25 NIFTY50 VALUE 20 15 5 0
#> 26 NIFTY100 QUALTY30 19 11 0
#> 27 NIFTY PVT BANK 10 0 0
#> 28 NIFTY MID LIQ 15 11 4 0
#> 29 NIFTY 100 74 26 1
#> 30 NIFTY 200 149 50 2
#> 31 NIFTY 500 377 119 5
#> 32 NIFTY MIDCAP 100 75 24 1
#> 33 NIFTY SMLCAP 100 78 20 2
#> 34 NIFTY ADITYA BIRLA GROUP 6 1 0
#> 35 NIFTY ALPHA 50 36 14 0
#> 36 NIFTY HIGH BETA 50 43 7 0
#> 37 NIFTY LOW VOLATILITY 50 36 14 0
#> 38 NIFTY MAHINDRA GROUP 8 0 0
#> 39 NIFTY MIDCAP 150 109 39 2
#> 40 NIFTY MIDSMALLCAP 400 303 93 4
#> 41 NIFTY SHARIAH 25 13 12 0
#> 42 NIFTY SMALLCAP 250 194 54 2
#> 43 NIFTY SMALLCAP 50 38 11 1
#> 44 NIFTY TATA GROUP 17 5 0
#> 45 NIFTY TATA GROUP 25% CAP 7 3 0
#> 46 NIFTY100 EQL WGT 74 26 1
#> 47 NIFTY100 LOWVOL30 22 8 0
#> 48 NIFTY50 SHARIAH 13 6 0
#> 49 NIFTY500 SHARIAH 147 68 2
#> 50 NIFTY50 EQL WGT 40 10 0
#> 51 NIFTY ALPHA LOW-VOLATILITY 30 20 10 0
#> 52 NIFTY QUALITY LOW-VOLATILITY 30 19 11 0
#> 53 NIFTY ALPHA QUALITY LOW-VOLATILITY 30 19 11 0
#> 54 NIFTY ALPHA QUALITY VALUE LOW-VOLATILITY 30 18 12 0
#> 55 NIFTY SME EMERGE 30 17 72
#> 56 NIFTY LARGEMIDCAP 250 183 65 3
#> 57 NIFTY500 VALUE 50 42 7 1
#> 58 NIFTY MIDCAP 150 109 39 2
#> 59 CNX NIFTY Pre Open 16 28 6
# retain original column names as returned by NSE
nse_advances_declines(clean_names = FALSE)
#> skipped advances declines unchanged
#> 1 NIFTY 50 40 10 0
#> 2 NIFTY NEXT 50 33 16 1
#> 3 NIFTY IT 8 2 0
#> 4 NIFTY BANK 12 0 0
#> 5 NIFTY MIDCAP 50 37 13 0
#> 6 NIFTY INFRA 22 8 0
#> 7 NIFTY REALTY 8 2 0
#> 8 NIFTY ENERGY 9 1 0
#> 9 NIFTY FMCG 12 3 0
#> 10 NIFTY MNC 18 12 0
#> 11 NIFTY PHARMA 5 5 0
#> 12 NIFTY PSE 17 2 1
#> 13 NIFTY PSU BANK 12 1 0
#> 14 NIFTY SERV SECTOR 26 4 0
#> 15 NIFTY COMMODITIES 24 5 1
#> 16 NIFTY CONSUMPTION 16 14 0
#> 17 NIFTY FIN SERVICE 18 2 0
#> 18 NIFTY AUTO 10 5 0
#> 19 NIFTY DIV OPPS 50 35 14 1
#> 20 NIFTY MEDIA 10 4 0
#> 21 NIFTY METAL 11 4 0
#> 22 NIFTY100 LIQ 15 11 4 0
#> 23 NIFTY CPSE 9 2 1
#> 24 NIFTY GROWSECT 15 12 3 0
#> 25 NIFTY50 VALUE 20 15 5 0
#> 26 NIFTY100 QUALTY30 19 11 0
#> 27 NIFTY PVT BANK 10 0 0
#> 28 NIFTY MID LIQ 15 11 4 0
#> 29 NIFTY 100 74 26 1
#> 30 NIFTY 200 149 50 2
#> 31 NIFTY 500 377 119 5
#> 32 NIFTY MIDCAP 100 75 24 1
#> 33 NIFTY SMLCAP 100 78 20 2
#> 34 NIFTY ADITYA BIRLA GROUP 6 1 0
#> 35 NIFTY ALPHA 50 36 14 0
#> 36 NIFTY HIGH BETA 50 43 7 0
#> 37 NIFTY LOW VOLATILITY 50 36 14 0
#> 38 NIFTY MAHINDRA GROUP 8 0 0
#> 39 NIFTY MIDCAP 150 109 39 2
#> 40 NIFTY MIDSMALLCAP 400 303 93 4
#> 41 NIFTY SHARIAH 25 13 12 0
#> 42 NIFTY SMALLCAP 250 194 54 2
#> 43 NIFTY SMALLCAP 50 38 11 1
#> 44 NIFTY TATA GROUP 17 5 0
#> 45 NIFTY TATA GROUP 25% CAP 7 3 0
#> 46 NIFTY100 EQL WGT 74 26 1
#> 47 NIFTY100 LOWVOL30 22 8 0
#> 48 NIFTY50 SHARIAH 13 6 0
#> 49 NIFTY500 SHARIAH 147 68 2
#> 50 NIFTY50 EQL WGT 40 10 0
#> 51 NIFTY ALPHA LOW-VOLATILITY 30 20 10 0
#> 52 NIFTY QUALITY LOW-VOLATILITY 30 19 11 0
#> 53 NIFTY ALPHA QUALITY LOW-VOLATILITY 30 19 11 0
#> 54 NIFTY ALPHA QUALITY VALUE LOW-VOLATILITY 30 18 12 0
#> 55 NIFTY SME EMERGE 30 17 72
#> 56 NIFTY LARGEMIDCAP 250 183 65 3
#> 57 NIFTY500 VALUE 50 42 7 1
#> 58 NIFTY MIDCAP 150 109 39 2
#> 59 CNX NIFTY Pre Open 16 28 6Code of Conduct
Please note that this project is released with a Contributor Code of Conduct. By participating in this project you agree to abide by its terms.