Get Live Stock Market Data from NSE

In this post we will talk about how you can fetch real time Indian Stock Market Data from National Stock Exchange of India (NSE). It includes data for equities, indices and derivatives (futures and options) of the capital market. Stock Market Data can be used for analysing movements in the market and building trading strategies accordingly.
Introduction
I pulled real time stock market data feeds using public REST APIs of NSE. These APIs are not officially released by NSE and this post is for information, private and non-commercial purposes.

I built R package called nser for the same which includes various functions capturing stock prices, financials and events in the market.
Live Indian Stock Market Data

You can install the package from github using the command below

# install.packages("devtools")
devtools::install_github("deepanshu88/nser")
Once you are done with the installation, load the package.
library(nser)

Table of Contents

Check if market is opened or not

It returns whether market is opened for trading by different market types (capital, currency, commodity and Debt). If closed, it also returns the next trading date.
MarketStatus()

+----------------+--------------+-----------+-------+---------+-----------+---------------+--------------------------+
|     market     | marketStatus | tradeDate | index |  last   | variation | percentChange |   marketStatusMessage    |
+----------------+--------------+-----------+-------+---------+-----------+---------------+--------------------------+
| Capital Market | Closed       | 5-Aug-21  |NIFTY50| 16258.8 |    128.05 |          0.79 | Normal Market has Closed |
| Currency       | Closed       | 5-Aug-21  |       |         |           |               | Market is Closed         |
| Commodity      | Open         | 4-Aug-21  |       |         |           |               | Market is Open           |
| Debt           | Closed       | 5-Aug-21  |       |         |           |               | Market is Closed         |
+----------------+--------------+-----------+-------+---------+-----------+---------------+--------------------------+

Top Gainers of the Day

It gives you the list of stocks which are top gainers of the latest trading day. Stocks are ordered based on percentage change column named pChange. You will also find other key metrics like year high and low, percentage change in the past one month and year.
df <- TopGainers()

 [1] "symbol"                   "identifier"               "series"                  
 [4] "open"                     "dayHigh"                  "dayLow"                  
 [7] "lastPrice"                "previousClose"            "change"                  
[10] "pChange"                  "totalTradedVolume"        "totalTradedValue"        
[13] "lastUpdateTime"           "yearHigh"                 "yearLow"                 
[16] "nearWKH"                  "nearWKL"                  "perChange365d"           
[19] "date365dAgo"              "chart365dPath"            "date30dAgo"              
[22] "perChange30d"             "chart30dPath"             "chartTodayPath"          
[25] "meta.symbol"              "meta.companyName"         "meta.industry"           
[28] "meta.activeSeries"        "meta.debtSeries"          "meta.tempSuspendedSeries"
[31] "meta.isFNOSec"            "meta.isCASec"             "meta.isSLBSec"           
[34] "meta.isDebtSec"           "meta.isSuspended"         "meta.isETFSec"           
[37] "meta.isDelisted"          "meta.isin

Top Losers of the Day

This is very similar to the previous section. Here we are trying to find out the top losers of the latest trading day.
df <- TopLosers()

Most Active Stocks

In this section we are extracting information of most active stocks. By default active stocks are identified based on volumes in the latest trading day. You can also change it to value. See example below.
df <- MostActive(OrderBy = "value")

Current Price of Stock

To fetch the live stock price, you can use GetQuote('symbol') function. Make sure to use NSE symbols only (not BSE). NSE symbols can be found from official NSE website. You will not only get current price but also low and high of the day with PE value of the symbol along with sector.
QuoteDf <- GetQuote('acc')

Historical Prices of Stock

To understand the technicals of a stock, it's important to have atleast 1 year historical data. You can do it through Historical(Symbol, StartDate, EndDate) function. Make sure dates must be in DD-MM-YYYY format.
HistoricalDf <- Historical('ACC', "01-01-2020", "24-07-2021")

Get Derivatives Details

You can pull derivatives information of both stock and nifty indices. In the Type you can specify either future or options. By default it is options.
QuoteDf <- GetDerivativeQuote('banknifty')
QuoteDf <- GetDerivativeQuote('banknifty', Type = "future")

Historical Data of Derivatives

You can pull historical data of derivatives via HistoricalDerivative( ) function. Instrument Type can be either "options" or "futures". Also it is important to have dates in DD-MM-YYYY format.
HistoricalDf <- HistoricalDerivate(Symbol = 'ITC', StartDate = "01-07-2021", EndDate = "24-07-2021", InstrumentType = "options", ExpiryDate = "29-07-2021")

Get Current Price of 59 Indices

In NSE there are 59 different indices. You can get prices (currently traded, low and high) of them using OutDf <- Indices() function. See the complete list below.
NIFTY 50
NIFTY NEXT 50
NIFTY 100
NIFTY 200
NIFTY 500
NIFTY MIDCAP 50
NIFTY MIDCAP 100
NIFTY SMALLCAP 100
INDIA VIX
NIFTY MIDCAP 150
NIFTY SMALLCAP 50
NIFTY SMALLCAP 250
NIFTY MIDSMALLCAP 400
NIFTY BANK
NIFTY AUTO
NIFTY FINANCIAL SERVICES
NIFTY FINANCIAL SERVICES 25/50
NIFTY FMCG
NIFTY IT
NIFTY MEDIA
NIFTY METAL
NIFTY PHARMA
NIFTY PSU BANK
NIFTY PRIVATE BANK
NIFTY REALTY
NIFTY DIVIDEND OPPORTUNITIES 50
NIFTY GROWTH SECTORS 15
NIFTY100 QUALITY 30
NIFTY50 VALUE 20
NIFTY50 TR 2X LEVERAGE
NIFTY50 PR 2X LEVERAGE
NIFTY50 TR 1X INVERSE
NIFTY50 PR 1X INVERSE
NIFTY50 DIVIDEND POINTS
NIFTY ALPHA 50
NIFTY50 EQUAL WEIGHT
NIFTY100 EQUAL WEIGHT
NIFTY100 LOW VOLATILITY 30
NIFTY200 QUALITY 30
NIFTY ALPHA LOW-VOLATILITY 30
NIFTY200 MOMENTUM 30
NIFTY COMMODITIES
NIFTY INDIA CONSUMPTION
NIFTY CPSE
NIFTY ENERGY
NIFTY INFRASTRUCTURE
NIFTY100 LIQUID 15
NIFTY MIDCAP LIQUID 15
NIFTY MNC
NIFTY PSE
NIFTY SERVICES SECTOR
NIFTY100 ESG SECTOR LEADERS
NIFTY 8-13 YR G-SEC
NIFTY 10 YR BENCHMARK G-SEC
NIFTY 10 YR BENCHMARK G-SEC (CLEAN PRICE)
NIFTY 4-8 YR G-SEC INDEX
NIFTY 11-15 YR G-SEC INDEX
NIFTY 15 YR AND ABOVE G-SEC INDEX
NIFTY COMPOSITE G-SEC INDEX

Option Chain

Options chain records all available options contracts for a stock or nifty index. It shows calls, puts, strike price along with their expiration. You can use this function OptionChain('symbol', Expiry = "latest"). By default it extracts option contracts of all the future expiry. You can use Expiry argument to select the latest expiry.
OutDf <- OptionChain('ACC')
OutDf <- OptionChain('ACC', Expiry = "latest")

List of stocks in Future and Options

As of 8th August, 2021, there are 162 stocks traded in FnO. This number will change in coming months as more companies will be listed publicly.
OutDf <- SecuritiesFO()

Current Price of Nifty 50 Stocks

You can use this function OutDf <- NIFTY50() to get stock price details of Nifty 50 companies.
IndusInd Bank Limited
Adani Ports and Special Economic Zone Limited
Indian Oil Corporation Limited
Tech Mahindra Limited
TATA CONSUMER PRODUCTS LIMITED
Bharti Airtel Limited
SBI Life Insurance Company Limited
NTPC Limited
Maruti Suzuki India Limited
Tata Consultancy Services Limited
Bajaj Auto Limited
Coal India Limited
Hindustan Unilever Limited
Bharat Petroleum Corporation Limited
Hero MotoCorp Limited
HDFC Life Insurance Company Limited
HDFC Bank Limited
Kotak Mahindra Bank Limited
Eicher Motors Limited
Tata Motors Limited
Bajaj Finserv Limited
Power Grid Corporation of India Limited
Divi's Laboratories Limited
UPL Limited
Infosys Limited
Sun Pharmaceutical Industries Limited
Britannia Industries Limited
Oil & Natural Gas Corporation Limited
Wipro Limited
Dr. Reddy's Laboratories Limited
ITC Limited
Mahindra & Mahindra Limited
ICICI Bank Limited
Bajaj Finance Limited
Hindalco Industries Limited
Grasim Industries Limited
Titan Company Limited
Asian Paints Limited
Axis Bank Limited
Nestle India Limited
JSW Steel Limited
State Bank of India
HCL Technologies Limited
Larsen & Toubro Limited
Housing Development Finance Corporation Limited
TATA Steel Limited
UltraTech Cement Limited
SHREE CEMENT LIMITED
Reliance Industries Limited
Cipla Limited

Quarterly Income Statement

Prior to investing it is important to understand financials of the organisation. It helps to assess if company is profitable and growing. You can use quarterly financials to calculate quarterly year on year growth, can also compare with the previous quarter results. You need to specify symbol name in the function.
df <- FinancialResults(Symbol = "ACC")

Upcoming Events

While trading it is crucial to know important dates or events, let's say when will quarterly result be announced. OR announcement of dividend. It can also be informing exchange about reasons for sudden price movements or insider trading.
df <- Events()

Past Filing Information of Financials

Incase you are interested to see the past filing of financials details, you can use the function FilingInfo(period = "quarterly"). By default period is quarterly, you can change it to annual.
df <- FilingInfo()

Holidays Calendar

Incase you are interested to see the past filing of financials details, you can use the function Holidays(type="trading"). By default period is trading, you can change it to clearing. List of holidays may vary depending on the product. You can know more about the product from NSE website.
df <- Holidays()

    Product tradingDate   weekDay                    description Sr_no
1       CBM 26-Jan-2021   Tuesday                   Republic Day     1
2       CBM 19-Feb-2021    Friday     Chatrapati Shivaji Jayanti     2
3       CBM 11-Mar-2021  Thursday                  Mahashivratri     3
4       CBM 29-Mar-2021    Monday                           Holi     4
5       CBM 01-Apr-2021  Thursday            Annual Bank Closing     5
6       CBM 02-Apr-2021    Friday                    Good Friday     6
7       CBM 13-Apr-2021   Tuesday                     Gudi Padwa     7
8       CBM 14-Apr-2021 Wednesday Dr.Baba Saheb Ambedkar Jayanti     8
9       CBM 21-Apr-2021 Wednesday                     Ram Navami     9
10      CBM 25-Apr-2021    Sunday                Mahavir Jayanti    10
11      CBM 01-May-2021  Saturday                Maharashtra Day    11
12      CBM 13-May-2021  Thursday         Id-Ul-Fitr (Ramzan ID)    12
13      CBM 26-May-2021 Wednesday                Buddha Pournima    13
14      CBM 21-Jul-2021 Wednesday                       Bakri Id    14
15      CBM 15-Aug-2021    Sunday               Independence Day    15
16      CBM 16-Aug-2021    Monday                 Parsi New Year    16
17      CBM 19-Aug-2021  Thursday                       Moharram    17
18      CBM 10-Sep-2021    Friday               Ganesh Chaturthi    18
19      CBM 02-Oct-2021  Saturday         Mahatma Gandhi Jayanti    19
20      CBM 15-Oct-2021    Friday                       Dussehra    20
21      CBM 19-Oct-2021   Tuesday                     Id-E-Milad    21
22      CBM 04-Nov-2021  Thursday             Diwali-Laxmi Pujan    22
23      CBM 05-Nov-2021    Friday           Diwali-Balipratipada    23
24      CBM 19-Nov-2021    Friday              Gurunanak Jayanti    24
25      CBM 25-Dec-2021  Saturday                      Christmas    25
26       CD 26-Jan-2021   Tuesday                   Republic Day     1
27       CD 19-Feb-2021    Friday     Chatrapati Shivaji Jayanti     2
28       CD 11-Mar-2021  Thursday                  Mahashivratri     3
29       CD 29-Mar-2021    Monday                           Holi     4
30       CD 01-Apr-2021  Thursday            Annual Bank Closing     5
31       CD 02-Apr-2021    Friday                    Good Friday     6
32       CD 13-Apr-2021   Tuesday                     Gudi Padwa     7
33       CD 14-Apr-2021 Wednesday Dr.Baba Saheb Ambedkar Jayanti     8
34       CD 21-Apr-2021 Wednesday                     Ram Navami     9
35       CD 25-Apr-2021    Sunday                Mahavir Jayanti    10
36       CD 01-May-2021  Saturday                Maharashtra Day    11
37       CD 13-May-2021  Thursday         Id-Ul-Fitr (Ramzan ID)    12
38       CD 26-May-2021 Wednesday                Buddha Pournima    13
39       CD 21-Jul-2021 Wednesday                       Bakri Id    14
40       CD 15-Aug-2021    Sunday               Independence Day    15
41       CD 16-Aug-2021    Monday                 Parsi New Year    16
42       CD 19-Aug-2021  Thursday                       Moharram    17
43       CD 10-Sep-2021    Friday               Ganesh Chaturthi    18
44       CD 02-Oct-2021  Saturday         Mahatma Gandhi Jayanti    19
45       CD 15-Oct-2021    Friday                       Dussehra    20
46       CD 19-Oct-2021   Tuesday                     Id-E-Milad    21
47       CD 05-Nov-2021    Friday           Diwali-Balipratipada    22
48       CD 19-Nov-2021    Friday              Gurunanak Jayanti    23
49       CD 25-Dec-2021  Saturday                      Christmas    24
50       CM 26-Jan-2021   Tuesday                   Republic Day     1
51       CM 11-Mar-2021  Thursday                  Mahashivratri     2
52       CM 29-Mar-2021    Monday                           Holi     3
53       CM 02-Apr-2021    Friday                    Good Friday     4
54       CM 14-Apr-2021 Wednesday Dr.Baba Saheb Ambedkar Jayanti     5
55       CM 21-Apr-2021 Wednesday                     Ram Navami     6
56       CM 25-Apr-2021    Sunday                Mahavir Jayanti     7
57       CM 01-May-2021  Saturday                Maharashtra Day     8
58       CM 13-May-2021  Thursday         Id-Ul-Fitr (Ramzan ID)     9
59       CM 21-Jul-2021 Wednesday                       Bakri Id    10
60       CM 15-Aug-2021    Sunday               Independence Day    11
61       CM 19-Aug-2021  Thursday                       Moharram    12
62       CM 10-Sep-2021    Friday               Ganesh Chaturthi    13
63       CM 02-Oct-2021  Saturday         Mahatma Gandhi Jayanti    14
64       CM 15-Oct-2021    Friday                       Dussehra    15
65       CM 05-Nov-2021    Friday           Diwali-Balipratipada    16
66       CM 19-Nov-2021    Friday              Gurunanak Jayanti    17
67       CM 25-Dec-2021  Saturday                      Christmas    18
68     CMOT 26-Jan-2021   Tuesday                   Republic Day     1
69     CMOT 11-Mar-2021  Thursday                  Mahashivratri     2
70     CMOT 29-Mar-2021    Monday                           Holi     3
71     CMOT 02-Apr-2021    Friday                    Good Friday     4
72     CMOT 14-Apr-2021 Wednesday Dr.Baba Saheb Ambedkar Jayanti     5
73     CMOT 21-Apr-2021 Wednesday                     Ram Navami     6
74     CMOT 25-Apr-2021    Sunday                Mahavir Jayanti     7
75     CMOT 01-May-2021  Saturday                Maharashtra Day     8
76     CMOT 13-May-2021  Thursday         Id-Ul-Fitr (Ramzan ID)     9
77     CMOT 21-Jul-2021 Wednesday                       Bakri Id    10
78     CMOT 15-Aug-2021    Sunday               Independence Day    11
79     CMOT 19-Aug-2021  Thursday                       Moharram    12
80     CMOT 10-Sep-2021    Friday               Ganesh Chaturthi    13
81     CMOT 02-Oct-2021  Saturday         Mahatma Gandhi Jayanti    14
82     CMOT 15-Oct-2021    Friday                       Dussehra    15
83     CMOT 05-Nov-2021    Friday           Diwali-Balipratipada    16
84     CMOT 19-Nov-2021    Friday              Gurunanak Jayanti    17
85     CMOT 25-Dec-2021  Saturday                      Christmas    18
86      COM 26-Jan-2021   Tuesday                   Republic Day     1
87      COM 02-Apr-2021    Friday                    Good Friday     2
88      COM 25-Apr-2021    Sunday                Mahavir Jayanti     3
89      COM 01-May-2021  Saturday                Maharashtra Day     4
90      COM 15-Aug-2021    Sunday               Independence Day     5
91      COM 02-Oct-2021  Saturday         Mahatma Gandhi Jayanti     6
92      COM 25-Dec-2021  Saturday                      Christmas     7
93       FO 26-Jan-2021   Tuesday                   Republic Day     1
94       FO 11-Mar-2021  Thursday                  Mahashivratri     2
95       FO 29-Mar-2021    Monday                           Holi     3
96       FO 02-Apr-2021    Friday                    Good Friday     4
97       FO 14-Apr-2021 Wednesday Dr.Baba Saheb Ambedkar Jayanti     5
98       FO 21-Apr-2021 Wednesday                     Ram Navami     6
99       FO 25-Apr-2021    Sunday                Mahavir Jayanti     7
100      FO 01-May-2021  Saturday                Maharashtra Day     8
101      FO 13-May-2021  Thursday         Id-Ul-Fitr (Ramzan ID)     9
102      FO 21-Jul-2021 Wednesday                       Bakri Id    10
103      FO 15-Aug-2021    Sunday               Independence Day    11
104      FO 19-Aug-2021  Thursday                       Moharram    12
105      FO 10-Sep-2021    Friday               Ganesh Chaturthi    13
106      FO 02-Oct-2021  Saturday         Mahatma Gandhi Jayanti    14
107      FO 15-Oct-2021    Friday                       Dussehra    15
108      FO 05-Nov-2021    Friday           Diwali-Balipratipada    16
109      FO 19-Nov-2021    Friday              Gurunanak Jayanti    17
110      FO 25-Dec-2021  Saturday                      Christmas    18
111     IRD 26-Jan-2021   Tuesday                   Republic Day     1
112     IRD 19-Feb-2021    Friday     Chatrapati Shivaji Jayanti     2
113     IRD 11-Mar-2021  Thursday                  Mahashivratri     3
114     IRD 29-Mar-2021    Monday                           Holi     4
115     IRD 01-Apr-2021  Thursday            Annual Bank Closing     5
116     IRD 02-Apr-2021    Friday                    Good Friday     6
117     IRD 13-Apr-2021   Tuesday                     Gudi Padwa     7
118     IRD 14-Apr-2021 Wednesday Dr.Baba Saheb Ambedkar Jayanti     8
119     IRD 21-Apr-2021 Wednesday                     Ram Navami     9
120     IRD 25-Apr-2021    Sunday                Mahavir Jayanti    10
121     IRD 01-May-2021  Saturday                Maharashtra Day    11
122     IRD 13-May-2021  Thursday         Id-Ul-Fitr (Ramzan ID)    12
123     IRD 26-May-2021 Wednesday                Buddha Pournima    13
124     IRD 21-Jul-2021 Wednesday                       Bakri Id    14
125     IRD 15-Aug-2021    Sunday               Independence Day    15
126     IRD 16-Aug-2021    Monday                 Parsi New Year    16
127     IRD 19-Aug-2021  Thursday                       Moharram    17
128     IRD 10-Sep-2021    Friday               Ganesh Chaturthi    18
129     IRD 02-Oct-2021  Saturday         Mahatma Gandhi Jayanti    19
130     IRD 15-Oct-2021    Friday                       Dussehra    20
131     IRD 19-Oct-2021   Tuesday                     Id-E-Milad    21
132     IRD 05-Nov-2021    Friday           Diwali-Balipratipada    22
133     IRD 19-Nov-2021    Friday              Gurunanak Jayanti    23
134     IRD 25-Dec-2021  Saturday                      Christmas    24
135      MF 26-Jan-2021   Tuesday                   Republic Day     1
136      MF 11-Mar-2021  Thursday                  Mahashivratri     2
137      MF 29-Mar-2021    Monday                           Holi     3
138      MF 02-Apr-2021    Friday                    Good Friday     4
139      MF 14-Apr-2021 Wednesday Dr.Baba Saheb Ambedkar Jayanti     5
140      MF 21-Apr-2021 Wednesday                     Ram Navami     6
141      MF 25-Apr-2021    Sunday                Mahavir Jayanti     7
142      MF 01-May-2021  Saturday                Maharashtra Day     8
143      MF 13-May-2021  Thursday         Id-Ul-Fitr (Ramzan ID)     9
144      MF 21-Jul-2021 Wednesday                       Bakri Id    10
145      MF 15-Aug-2021    Sunday               Independence Day    11
146      MF 19-Aug-2021  Thursday                       Moharram    12
147      MF 10-Sep-2021    Friday               Ganesh Chaturthi    13
148      MF 02-Oct-2021  Saturday         Mahatma Gandhi Jayanti    14
149      MF 15-Oct-2021    Friday                       Dussehra    15
150      MF 04-Nov-2021  Thursday             Diwali-Laxmi Pujan    16
151      MF 05-Nov-2021    Friday           Diwali-Balipratipada    17
152      MF 19-Nov-2021    Friday              Gurunanak Jayanti    18
153      MF 25-Dec-2021  Saturday                      Christmas    19
154     NDM 26-Jan-2021   Tuesday                   Republic Day     1
155     NDM 19-Feb-2021    Friday     Chatrapati Shivaji Jayanti     2
156     NDM 11-Mar-2021  Thursday                  Mahashivratri     3
157     NDM 29-Mar-2021    Monday                           Holi     4
158     NDM 01-Apr-2021  Thursday            Annual Bank Closing     5
159     NDM 02-Apr-2021    Friday                    Good Friday     6
160     NDM 13-Apr-2021   Tuesday                     Gudi Padwa     7
161     NDM 14-Apr-2021 Wednesday Dr.Baba Saheb Ambedkar Jayanti     8
162     NDM 21-Apr-2021 Wednesday                     Ram Navami     9
163     NDM 25-Apr-2021    Sunday                Mahavir Jayanti    10
164     NDM 01-May-2021  Saturday                Maharashtra Day    11
165     NDM 13-May-2021  Thursday         Id-Ul-Fitr (Ramzan ID)    12
166     NDM 26-May-2021 Wednesday                Buddha Pournima    13
167     NDM 21-Jul-2021 Wednesday                       Bakri Id    14
168     NDM 15-Aug-2021    Sunday               Independence Day    15
169     NDM 16-Aug-2021    Monday                 Parsi New Year    16
170     NDM 19-Aug-2021  Thursday                       Moharram    17
171     NDM 10-Sep-2021    Friday               Ganesh Chaturthi    18
172     NDM 02-Oct-2021  Saturday         Mahatma Gandhi Jayanti    19
173     NDM 15-Oct-2021    Friday                       Dussehra    20
174     NDM 19-Oct-2021   Tuesday                     Id-E-Milad    21
175     NDM 04-Nov-2021  Thursday             Diwali-Laxmi Pujan    22
176     NDM 05-Nov-2021    Friday           Diwali-Balipratipada    23
177     NDM 19-Nov-2021    Friday              Gurunanak Jayanti    24
178     NDM 25-Dec-2021  Saturday                      Christmas    25
179    NTRP 26-Jan-2021   Tuesday                   Republic Day     1
180    NTRP 19-Feb-2021    Friday     Chatrapati Shivaji Jayanti     2
181    NTRP 11-Mar-2021  Thursday                  Mahashivratri     3
182    NTRP 29-Mar-2021    Monday                           Holi     4
183    NTRP 01-Apr-2021  Thursday            Annual Bank Closing     5
184    NTRP 02-Apr-2021    Friday                    Good Friday     6
185    NTRP 13-Apr-2021   Tuesday                     Gudi Padwa     7
186    NTRP 14-Apr-2021 Wednesday Dr.Baba Saheb Ambedkar Jayanti     8
187    NTRP 21-Apr-2021 Wednesday                     Ram Navami     9
188    NTRP 25-Apr-2021    Sunday                Mahavir Jayanti    10
189    NTRP 01-May-2021  Saturday                Maharashtra Day    11
190    NTRP 13-May-2021  Thursday         Id-Ul-Fitr (Ramzan ID)    12
191    NTRP 26-May-2021 Wednesday                Buddha Pournima    13
192    NTRP 21-Jul-2021 Wednesday                       Bakri Id    14
193    NTRP 15-Aug-2021    Sunday               Independence Day    15
194    NTRP 16-Aug-2021    Monday                 Parsi New Year    16
195    NTRP 19-Aug-2021  Thursday                       Moharram    17
196    NTRP 10-Sep-2021    Friday               Ganesh Chaturthi    18
197    NTRP 02-Oct-2021  Saturday         Mahatma Gandhi Jayanti    19
198    NTRP 15-Oct-2021    Friday                       Dussehra    20
199    NTRP 19-Oct-2021   Tuesday                     Id-E-Milad    21
200    NTRP 04-Nov-2021  Thursday             Diwali-Laxmi Pujan    22
 [ reached 'max' / getOption("max.print") -- omitted 21 rows ]

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Deepanshu founded ListenData with a simple objective - Make analytics easy to understand and follow. He has over 10 years of experience in data science. During his tenure, he has worked with global clients in various domains like Banking, Insurance, Private Equity, Telecom and Human Resource.

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