Name: NIFTY-50 Stock Market Data (2000 - 2021)
Creator: Kaggle
License: https://creativecommons.org/publicdomain/zero/1.0/

About this Dataset

NIFTY-50 Stock Market Data (2000 - 2021)

Context

Stock market data is widely analyzed for educational, business and personal interests.

Content

The data is the price history and trading volumes of the fifty stocks in the index NIFTY 50 from NSE (National Stock Exchange) India. All datasets are at a day-level with pricing and trading values split across .cvs files for each stock along with a metadata file with some macro-information about the stocks itself. The data spans from 1st January, 2000 to 30th April, 2021.

Update Frequency

Since new stock market data is generated and made available every day, in order to have the latest and most useful information, the dataset will be updated once a month.

Acknowledgements

NSE India: https://www.nseindia.com/
Thanks to NSE for providing all the data publicly.

Inspiration

Various machine learning techniques can be applied and explored to stock market data, especially for trading algorithms and learning time series models.

Tables

Itc

@kaggle.rohanrao_nifty50_stock_market_data.itc

384.85 kB
5,306 rows
15 columns

CREATE TABLE itc (
  "date" TIMESTAMP,
  "symbol" VARCHAR,
  "series" VARCHAR,
  "prev_close" DOUBLE,
  "open" DOUBLE,
  "high" DOUBLE,
  "low" DOUBLE,
  "last" DOUBLE,
  "close" DOUBLE,
  "vwap" DOUBLE,
  "volume" BIGINT,
  "turnover" DOUBLE,
  "trades" DOUBLE,
  "deliverable_volume" DOUBLE,
  "n__deliverble" DOUBLE  -- %Deliverble
);

Jswsteel

@kaggle.rohanrao_nifty50_stock_market_data.jswsteel

313.84 kB
3,994 rows
15 columns

CREATE TABLE jswsteel (
  "date" TIMESTAMP,
  "symbol" VARCHAR,
  "series" VARCHAR,
  "prev_close" DOUBLE,
  "open" DOUBLE,
  "high" DOUBLE,
  "low" DOUBLE,
  "last" DOUBLE,
  "close" DOUBLE,
  "vwap" DOUBLE,
  "volume" BIGINT,
  "turnover" DOUBLE,
  "trades" DOUBLE,
  "deliverable_volume" BIGINT,
  "n__deliverble" DOUBLE  -- %Deliverble
);

Kotakbank

@kaggle.rohanrao_nifty50_stock_market_data.kotakbank

384.02 kB
4,985 rows
15 columns

CREATE TABLE kotakbank (
  "date" TIMESTAMP,
  "symbol" VARCHAR,
  "series" VARCHAR,
  "prev_close" DOUBLE,
  "open" DOUBLE,
  "high" DOUBLE,
  "low" DOUBLE,
  "last" DOUBLE,
  "close" DOUBLE,
  "vwap" DOUBLE,
  "volume" BIGINT,
  "turnover" DOUBLE,
  "trades" DOUBLE,
  "deliverable_volume" DOUBLE,
  "n__deliverble" DOUBLE  -- %Deliverble
);

Lt

@kaggle.rohanrao_nifty50_stock_market_data.lt

328.81 kB
4,184 rows
15 columns

CREATE TABLE lt (
  "date" TIMESTAMP,
  "symbol" VARCHAR,
  "series" VARCHAR,
  "prev_close" DOUBLE,
  "open" DOUBLE,
  "high" DOUBLE,
  "low" DOUBLE,
  "last" DOUBLE,
  "close" DOUBLE,
  "vwap" DOUBLE,
  "volume" BIGINT,
  "turnover" DOUBLE,
  "trades" DOUBLE,
  "deliverable_volume" BIGINT,
  "n__deliverble" DOUBLE  -- %Deliverble
);

Maruti

@kaggle.rohanrao_nifty50_stock_market_data.maruti

362.6 kB
4,427 rows
15 columns

CREATE TABLE maruti (
  "date" TIMESTAMP,
  "symbol" VARCHAR,
  "series" VARCHAR,
  "prev_close" DOUBLE,
  "open" DOUBLE,
  "high" DOUBLE,
  "low" DOUBLE,
  "last" DOUBLE,
  "close" DOUBLE,
  "vwap" DOUBLE,
  "volume" BIGINT,
  "turnover" DOUBLE,
  "trades" DOUBLE,
  "deliverable_volume" DOUBLE,
  "n__deliverble" DOUBLE  -- %Deliverble
);

Mm

@kaggle.rohanrao_nifty50_stock_market_data.mm

404.42 kB
5,306 rows
15 columns

CREATE TABLE mm (
  "date" TIMESTAMP,
  "symbol" VARCHAR,
  "series" VARCHAR,
  "prev_close" DOUBLE,
  "open" DOUBLE,
  "high" DOUBLE,
  "low" DOUBLE,
  "last" DOUBLE,
  "close" DOUBLE,
  "vwap" DOUBLE,
  "volume" BIGINT,
  "turnover" DOUBLE,
  "trades" DOUBLE,
  "deliverable_volume" DOUBLE,
  "n__deliverble" DOUBLE  -- %Deliverble
);

Nestleind

@kaggle.rohanrao_nifty50_stock_market_data.nestleind

239.93 kB
2,806 rows
15 columns

CREATE TABLE nestleind (
  "date" TIMESTAMP,
  "symbol" VARCHAR,
  "series" VARCHAR,
  "prev_close" DOUBLE,
  "open" DOUBLE,
  "high" DOUBLE,
  "low" DOUBLE,
  "last" DOUBLE,
  "close" DOUBLE,
  "vwap" DOUBLE,
  "volume" BIGINT,
  "turnover" DOUBLE,
  "trades" DOUBLE,
  "deliverable_volume" BIGINT,
  "n__deliverble" DOUBLE  -- %Deliverble
);

Nifty50 All

@kaggle.rohanrao_nifty50_stock_market_data.nifty50_all

12 MB
235,192 rows
15 columns

CREATE TABLE nifty50_all (
  "date" TIMESTAMP,
  "symbol" VARCHAR,
  "series" VARCHAR,
  "prev_close" DOUBLE,
  "open" DOUBLE,
  "high" DOUBLE,
  "low" DOUBLE,
  "last" DOUBLE,
  "close" DOUBLE,
  "vwap" DOUBLE,
  "volume" BIGINT,
  "turnover" DOUBLE,
  "trades" DOUBLE,
  "deliverable_volume" DOUBLE,
  "n__deliverble" DOUBLE  -- %Deliverble
);

Ntpc

@kaggle.rohanrao_nifty50_stock_market_data.ntpc

283.6 kB
4,088 rows
15 columns

CREATE TABLE ntpc (
  "date" TIMESTAMP,
  "symbol" VARCHAR,
  "series" VARCHAR,
  "prev_close" DOUBLE,
  "open" DOUBLE,
  "high" DOUBLE,
  "low" DOUBLE,
  "last" DOUBLE,
  "close" DOUBLE,
  "vwap" DOUBLE,
  "volume" BIGINT,
  "turnover" DOUBLE,
  "trades" DOUBLE,
  "deliverable_volume" BIGINT,
  "n__deliverble" DOUBLE  -- %Deliverble
);

Ongc

@kaggle.rohanrao_nifty50_stock_market_data.ongc

395.73 kB
5,306 rows
15 columns

CREATE TABLE ongc (
  "date" TIMESTAMP,
  "symbol" VARCHAR,
  "series" VARCHAR,
  "prev_close" DOUBLE,
  "open" DOUBLE,
  "high" DOUBLE,
  "low" DOUBLE,
  "last" DOUBLE,
  "close" DOUBLE,
  "vwap" DOUBLE,
  "volume" BIGINT,
  "turnover" DOUBLE,
  "trades" DOUBLE,
  "deliverable_volume" DOUBLE,
  "n__deliverble" DOUBLE  -- %Deliverble
);

Powergrid

@kaggle.rohanrao_nifty50_stock_market_data.powergrid

237.8 kB
3,359 rows
15 columns

CREATE TABLE powergrid (
  "date" TIMESTAMP,
  "symbol" VARCHAR,
  "series" VARCHAR,
  "prev_close" DOUBLE,
  "open" DOUBLE,
  "high" DOUBLE,
  "low" DOUBLE,
  "last" DOUBLE,
  "close" DOUBLE,
  "vwap" DOUBLE,
  "volume" BIGINT,
  "turnover" DOUBLE,
  "trades" DOUBLE,
  "deliverable_volume" BIGINT,
  "n__deliverble" DOUBLE  -- %Deliverble
);

Reliance

@kaggle.rohanrao_nifty50_stock_market_data.reliance

411.24 kB
5,306 rows
15 columns

CREATE TABLE reliance (
  "date" TIMESTAMP,
  "symbol" VARCHAR,
  "series" VARCHAR,
  "prev_close" DOUBLE,
  "open" DOUBLE,
  "high" DOUBLE,
  "low" DOUBLE,
  "last" DOUBLE,
  "close" DOUBLE,
  "vwap" DOUBLE,
  "volume" BIGINT,
  "turnover" DOUBLE,
  "trades" DOUBLE,
  "deliverable_volume" DOUBLE,
  "n__deliverble" DOUBLE  -- %Deliverble
);

Sbin

@kaggle.rohanrao_nifty50_stock_market_data.sbin

406.62 kB
5,306 rows
15 columns

CREATE TABLE sbin (
  "date" TIMESTAMP,
  "symbol" VARCHAR,
  "series" VARCHAR,
  "prev_close" DOUBLE,
  "open" DOUBLE,
  "high" DOUBLE,
  "low" DOUBLE,
  "last" DOUBLE,
  "close" DOUBLE,
  "vwap" DOUBLE,
  "volume" BIGINT,
  "turnover" DOUBLE,
  "trades" DOUBLE,
  "deliverable_volume" DOUBLE,
  "n__deliverble" DOUBLE  -- %Deliverble
);

Shreecem

@kaggle.rohanrao_nifty50_stock_market_data.shreecem

388.8 kB
4,985 rows
15 columns

CREATE TABLE shreecem (
  "date" TIMESTAMP,
  "symbol" VARCHAR,
  "series" VARCHAR,
  "prev_close" DOUBLE,
  "open" DOUBLE,
  "high" DOUBLE,
  "low" DOUBLE,
  "last" DOUBLE,
  "close" DOUBLE,
  "vwap" DOUBLE,
  "volume" BIGINT,
  "turnover" DOUBLE,
  "trades" DOUBLE,
  "deliverable_volume" DOUBLE,
  "n__deliverble" DOUBLE  -- %Deliverble
);

Stock Metadata

@kaggle.rohanrao_nifty50_stock_market_data.stock_metadata

6.08 kB
50 rows
5 columns

CREATE TABLE stock_metadata (
  "company_name" VARCHAR,
  "industry" VARCHAR,
  "symbol" VARCHAR,
  "series" VARCHAR,
  "isin_code" VARCHAR
);

Sunpharma

@kaggle.rohanrao_nifty50_stock_market_data.sunpharma

391.49 kB
5,306 rows
15 columns

CREATE TABLE sunpharma (
  "date" TIMESTAMP,
  "symbol" VARCHAR,
  "series" VARCHAR,
  "prev_close" DOUBLE,
  "open" DOUBLE,
  "high" DOUBLE,
  "low" DOUBLE,
  "last" DOUBLE,
  "close" DOUBLE,
  "vwap" DOUBLE,
  "volume" BIGINT,
  "turnover" DOUBLE,
  "trades" DOUBLE,
  "deliverable_volume" DOUBLE,
  "n__deliverble" DOUBLE  -- %Deliverble
);

Tatamotors

@kaggle.rohanrao_nifty50_stock_market_data.tatamotors

403.3 kB
5,306 rows
15 columns

CREATE TABLE tatamotors (
  "date" TIMESTAMP,
  "symbol" VARCHAR,
  "series" VARCHAR,
  "prev_close" DOUBLE,
  "open" DOUBLE,
  "high" DOUBLE,
  "low" DOUBLE,
  "last" DOUBLE,
  "close" DOUBLE,
  "vwap" DOUBLE,
  "volume" BIGINT,
  "turnover" DOUBLE,
  "trades" DOUBLE,
  "deliverable_volume" DOUBLE,
  "n__deliverble" DOUBLE  -- %Deliverble
);

Tatasteel

@kaggle.rohanrao_nifty50_stock_market_data.tatasteel

397.25 kB
5,306 rows
15 columns

CREATE TABLE tatasteel (
  "date" TIMESTAMP,
  "symbol" VARCHAR,
  "series" VARCHAR,
  "prev_close" DOUBLE,
  "open" DOUBLE,
  "high" DOUBLE,
  "low" DOUBLE,
  "last" DOUBLE,
  "close" DOUBLE,
  "vwap" DOUBLE,
  "volume" BIGINT,
  "turnover" DOUBLE,
  "trades" DOUBLE,
  "deliverable_volume" DOUBLE,
  "n__deliverble" DOUBLE  -- %Deliverble
);

Tcs

@kaggle.rohanrao_nifty50_stock_market_data.tcs

333.41 kB
4,139 rows
15 columns

CREATE TABLE tcs (
  "date" TIMESTAMP,
  "symbol" VARCHAR,
  "series" VARCHAR,
  "prev_close" DOUBLE,
  "open" DOUBLE,
  "high" DOUBLE,
  "low" DOUBLE,
  "last" DOUBLE,
  "close" DOUBLE,
  "vwap" DOUBLE,
  "volume" BIGINT,
  "turnover" DOUBLE,
  "trades" DOUBLE,
  "deliverable_volume" BIGINT,
  "n__deliverble" DOUBLE  -- %Deliverble
);

Techm

@kaggle.rohanrao_nifty50_stock_market_data.techm

296.26 kB
3,635 rows
15 columns

CREATE TABLE techm (
  "date" TIMESTAMP,
  "symbol" VARCHAR,
  "series" VARCHAR,
  "prev_close" DOUBLE,
  "open" DOUBLE,
  "high" DOUBLE,
  "low" DOUBLE,
  "last" DOUBLE,
  "close" DOUBLE,
  "vwap" DOUBLE,
  "volume" BIGINT,
  "turnover" DOUBLE,
  "trades" DOUBLE,
  "deliverable_volume" BIGINT,
  "n__deliverble" DOUBLE  -- %Deliverble
);

Titan

@kaggle.rohanrao_nifty50_stock_market_data.titan

402.61 kB
5,306 rows
15 columns

CREATE TABLE titan (
  "date" TIMESTAMP,
  "symbol" VARCHAR,
  "series" VARCHAR,
  "prev_close" DOUBLE,
  "open" DOUBLE,
  "high" DOUBLE,
  "low" DOUBLE,
  "last" DOUBLE,
  "close" DOUBLE,
  "vwap" DOUBLE,
  "volume" BIGINT,
  "turnover" DOUBLE,
  "trades" DOUBLE,
  "deliverable_volume" DOUBLE,
  "n__deliverble" DOUBLE  -- %Deliverble
);

Ultracemco

@kaggle.rohanrao_nifty50_stock_market_data.ultracemco

336.39 kB
4,140 rows
15 columns

CREATE TABLE ultracemco (
  "date" TIMESTAMP,
  "symbol" VARCHAR,
  "series" VARCHAR,
  "prev_close" DOUBLE,
  "open" DOUBLE,
  "high" DOUBLE,
  "low" DOUBLE,
  "last" DOUBLE,
  "close" DOUBLE,
  "vwap" DOUBLE,
  "volume" BIGINT,
  "turnover" DOUBLE,
  "trades" DOUBLE,
  "deliverable_volume" BIGINT,
  "n__deliverble" DOUBLE  -- %Deliverble
);

Upl

@kaggle.rohanrao_nifty50_stock_market_data.upl

332.05 kB
4,287 rows
15 columns

CREATE TABLE upl (
  "date" TIMESTAMP,
  "symbol" VARCHAR,
  "series" VARCHAR,
  "prev_close" DOUBLE,
  "open" DOUBLE,
  "high" DOUBLE,
  "low" DOUBLE,
  "last" DOUBLE,
  "close" DOUBLE,
  "vwap" DOUBLE,
  "volume" BIGINT,
  "turnover" DOUBLE,
  "trades" DOUBLE,
  "deliverable_volume" DOUBLE,
  "n__deliverble" DOUBLE  -- %Deliverble
);

Vedl

@kaggle.rohanrao_nifty50_stock_market_data.vedl

395.53 kB
5,305 rows
15 columns

CREATE TABLE vedl (
  "date" TIMESTAMP,
  "symbol" VARCHAR,
  "series" VARCHAR,
  "prev_close" DOUBLE,
  "open" DOUBLE,
  "high" DOUBLE,
  "low" DOUBLE,
  "last" DOUBLE,
  "close" DOUBLE,
  "vwap" DOUBLE,
  "volume" BIGINT,
  "turnover" DOUBLE,
  "trades" DOUBLE,
  "deliverable_volume" DOUBLE,
  "n__deliverble" DOUBLE  -- %Deliverble
);

Wipro

@kaggle.rohanrao_nifty50_stock_market_data.wipro

400.1 kB
5,306 rows
15 columns

CREATE TABLE wipro (
  "date" TIMESTAMP,
  "symbol" VARCHAR,
  "series" VARCHAR,
  "prev_close" DOUBLE,
  "open" DOUBLE,
  "high" DOUBLE,
  "low" DOUBLE,
  "last" DOUBLE,
  "close" DOUBLE,
  "vwap" DOUBLE,
  "volume" BIGINT,
  "turnover" DOUBLE,
  "trades" DOUBLE,
  "deliverable_volume" DOUBLE,
  "n__deliverble" DOUBLE  -- %Deliverble
);