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Bajaj Finance Stock Price Data With Indicators

Baja Finance Stock data for Algo Trading

@kaggle.debashis74017_bajaj_finance_stock_price_data_with_indicators

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About this Dataset

Bajaj Finance Stock Price Data With Indicators

About Bajaj Finance Company

Bajaj Finance Limited (BFL), a subsidiary of Bajaj Finserv, is an Indian non-banking financial company headquartered in Pune.

History
Originally incorporated as Bajaj Auto Finance Limited on March 25, 1987, as a non-banking financial company, primarily focused on providing two and three-wheeler finance. After 11 years in the auto finance market, Bajaj Auto Finance Ltd launched its initial public issue of equity shares and was listed on the Bombay Stock Exchange and the National Stock Exchange of India. At the turn of the 20th century, the company ventured into the consumer durables finance sector and started offering small-size loans at zero interest rates. In the subsequent years, Bajaj Auto Finance diversified into business and property loans.

Funding and investments
The parent company, Bajaj Finserv Limited, holds 57.28% of the total shares and has a controlling stake in the subsidiary. Other major investors include Maharashtra Scooters Limited, the Government of Singapore, Smallcap World Fund INC, and AXIS Long Term Equity Fund.
According to an exchange filing in 2022, the company's assets under management surpassed Rs 2 lakh crore, a 31 percent increase.

Overview of Dataset

Column Descriptions
This dataset contains Bajaj Finance's historical daily prices. Along with OHLC (Open, High, Low and Close price), many technical indicator data are calculated and published here. A list of all technical indicators is given below with a description.

"Nifty 50 data" contains the below columns:

  1. Date - Trading date
  2. Open - Day's open price
  3. High - Day's high price
  4. Low - Day's low price
  5. Close - Day's close price
  6. sma5
  7. sma10
  8. sma15
  9. sma20
  10. ema5
  11. ema10
  12. ema15
  13. ema20
  14. upperband
  15. middleband
  16. lowerband
  17. HT_TRENDLINE
  18. KAMA10
  19. KAMA20
  20. KAMA30
  21. SAR
  22. TRIMA5
  23. TRIMA10
  24. TRIMA20
  25. ADX5
  26. ADX10
  27. ADX20
  28. APO
  29. CCI5
  30. CCI10
  31. CCI15
  32. macd510
  33. macd520
  34. macd1020
  35. macd1520
  36. macd1226
  37. MOM10
  38. MOM15
  39. MOM20
  40. ROC5
  41. ROC10
  42. ROC20
  43. PPO
  44. RSI14
  45. RSI8
  46. slowk
  47. slowd
  48. fastk
  49. fastd
  50. fastksr
  51. fastdsr
  52. ULTOSC
  53. WILLR
  54. ATR
  55. Trange
  56. TYPPRICE
  57. HT_DCPERIOD
  58. BETA

Motivation

  • Data is uploaded for Research and Educational purposes.
    Possible problem statements
  • Univariate and Multi-variate time series forecasting of stock prices and index prices
  • Multi-variate data can be used to predict the trend of the stock price (Buy or Sell or Hold)
  • Different intraday or positional trading strategies can be built out of this multivariate data. [technical indicators are already added here]
  • EDA on time series data.

Tables

Bajfinance 10minute With Indicators

@kaggle.debashis74017_bajaj_finance_stock_price_data_with_indicators.bajfinance_10minute_with_indicators
  • 28.23 MB
  • 58646 rows
  • 60 columns
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CREATE TABLE bajfinance_10minute_with_indicators (
  "date" VARCHAR,
  "close" DOUBLE,
  "high" DOUBLE,
  "low" DOUBLE,
  "open" DOUBLE,
  "volume" BIGINT,
  "sma5" DOUBLE,
  "sma10" DOUBLE,
  "sma15" DOUBLE,
  "sma20" DOUBLE,
  "ema5" DOUBLE,
  "ema10" DOUBLE,
  "ema15" DOUBLE,
  "ema20" DOUBLE,
  "upperband" DOUBLE,
  "middleband" DOUBLE,
  "lowerband" DOUBLE,
  "ht_trendline" DOUBLE,
  "kama10" DOUBLE,
  "kama20" DOUBLE,
  "kama30" DOUBLE,
  "sar" DOUBLE,
  "trima5" DOUBLE,
  "trima10" DOUBLE,
  "trima20" DOUBLE,
  "adx5" DOUBLE,
  "adx10" DOUBLE,
  "adx20" DOUBLE,
  "apo" DOUBLE,
  "cci5" DOUBLE,
  "cci10" DOUBLE,
  "cci15" DOUBLE,
  "macd510" DOUBLE,
  "macd520" DOUBLE,
  "macd1020" DOUBLE,
  "macd1520" DOUBLE,
  "macd1226" DOUBLE,
  "mfi" DOUBLE,
  "mom10" DOUBLE,
  "mom15" DOUBLE,
  "mom20" DOUBLE,
  "roc5" DOUBLE,
  "roc10" DOUBLE,
  "roc20" DOUBLE,
  "ppo" DOUBLE,
  "rsi14" DOUBLE,
  "rsi8" DOUBLE,
  "slowk" DOUBLE,
  "slowd" DOUBLE,
  "fastk" DOUBLE,
  "fastd" DOUBLE,
  "fastksr" DOUBLE,
  "fastdsr" DOUBLE,
  "ultosc" DOUBLE,
  "willr" DOUBLE,
  "atr" DOUBLE,
  "trange" DOUBLE,
  "typprice" DOUBLE,
  "ht_dcperiod" DOUBLE,
  "beta" DOUBLE
);

Bajfinance 15minute With Indicators

@kaggle.debashis74017_bajaj_finance_stock_price_data_with_indicators.bajfinance_15minute_with_indicators
  • 19.38 MB
  • 39888 rows
  • 60 columns
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CREATE TABLE bajfinance_15minute_with_indicators (
  "date" VARCHAR,
  "close" DOUBLE,
  "high" DOUBLE,
  "low" DOUBLE,
  "open" DOUBLE,
  "volume" BIGINT,
  "sma5" DOUBLE,
  "sma10" DOUBLE,
  "sma15" DOUBLE,
  "sma20" DOUBLE,
  "ema5" DOUBLE,
  "ema10" DOUBLE,
  "ema15" DOUBLE,
  "ema20" DOUBLE,
  "upperband" DOUBLE,
  "middleband" DOUBLE,
  "lowerband" DOUBLE,
  "ht_trendline" DOUBLE,
  "kama10" DOUBLE,
  "kama20" DOUBLE,
  "kama30" DOUBLE,
  "sar" DOUBLE,
  "trima5" DOUBLE,
  "trima10" DOUBLE,
  "trima20" DOUBLE,
  "adx5" DOUBLE,
  "adx10" DOUBLE,
  "adx20" DOUBLE,
  "apo" DOUBLE,
  "cci5" DOUBLE,
  "cci10" DOUBLE,
  "cci15" DOUBLE,
  "macd510" DOUBLE,
  "macd520" DOUBLE,
  "macd1020" DOUBLE,
  "macd1520" DOUBLE,
  "macd1226" DOUBLE,
  "mfi" DOUBLE,
  "mom10" DOUBLE,
  "mom15" DOUBLE,
  "mom20" DOUBLE,
  "roc5" DOUBLE,
  "roc10" DOUBLE,
  "roc20" DOUBLE,
  "ppo" DOUBLE,
  "rsi14" DOUBLE,
  "rsi8" DOUBLE,
  "slowk" DOUBLE,
  "slowd" DOUBLE,
  "fastk" DOUBLE,
  "fastd" DOUBLE,
  "fastksr" DOUBLE,
  "fastdsr" DOUBLE,
  "ultosc" DOUBLE,
  "willr" DOUBLE,
  "atr" DOUBLE,
  "trange" DOUBLE,
  "typprice" DOUBLE,
  "ht_dcperiod" DOUBLE,
  "beta" DOUBLE
);

Bajfinance 30minute With Indicators

@kaggle.debashis74017_bajaj_finance_stock_price_data_with_indicators.bajfinance_30minute_with_indicators
  • 10.1 MB
  • 20717 rows
  • 60 columns
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CREATE TABLE bajfinance_30minute_with_indicators (
  "date" VARCHAR,
  "close" DOUBLE,
  "high" DOUBLE,
  "low" DOUBLE,
  "open" DOUBLE,
  "volume" BIGINT,
  "sma5" DOUBLE,
  "sma10" DOUBLE,
  "sma15" DOUBLE,
  "sma20" DOUBLE,
  "ema5" DOUBLE,
  "ema10" DOUBLE,
  "ema15" DOUBLE,
  "ema20" DOUBLE,
  "upperband" DOUBLE,
  "middleband" DOUBLE,
  "lowerband" DOUBLE,
  "ht_trendline" DOUBLE,
  "kama10" DOUBLE,
  "kama20" DOUBLE,
  "kama30" DOUBLE,
  "sar" DOUBLE,
  "trima5" DOUBLE,
  "trima10" DOUBLE,
  "trima20" DOUBLE,
  "adx5" DOUBLE,
  "adx10" DOUBLE,
  "adx20" DOUBLE,
  "apo" DOUBLE,
  "cci5" DOUBLE,
  "cci10" DOUBLE,
  "cci15" DOUBLE,
  "macd510" DOUBLE,
  "macd520" DOUBLE,
  "macd1020" DOUBLE,
  "macd1520" DOUBLE,
  "macd1226" DOUBLE,
  "mfi" DOUBLE,
  "mom10" DOUBLE,
  "mom15" DOUBLE,
  "mom20" DOUBLE,
  "roc5" DOUBLE,
  "roc10" DOUBLE,
  "roc20" DOUBLE,
  "ppo" DOUBLE,
  "rsi14" DOUBLE,
  "rsi8" DOUBLE,
  "slowk" DOUBLE,
  "slowd" DOUBLE,
  "fastk" DOUBLE,
  "fastd" DOUBLE,
  "fastksr" DOUBLE,
  "fastdsr" DOUBLE,
  "ultosc" DOUBLE,
  "willr" DOUBLE,
  "atr" DOUBLE,
  "trange" DOUBLE,
  "typprice" DOUBLE,
  "ht_dcperiod" DOUBLE,
  "beta" DOUBLE
);

Bajfinance 3minute With Indicators

@kaggle.debashis74017_bajaj_finance_stock_price_data_with_indicators.bajfinance_3minute_with_indicators
  • 89.11 MB
  • 200882 rows
  • 60 columns
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CREATE TABLE bajfinance_3minute_with_indicators (
  "date" VARCHAR,
  "close" DOUBLE,
  "high" DOUBLE,
  "low" DOUBLE,
  "open" DOUBLE,
  "volume" BIGINT,
  "sma5" DOUBLE,
  "sma10" DOUBLE,
  "sma15" DOUBLE,
  "sma20" DOUBLE,
  "ema5" DOUBLE,
  "ema10" DOUBLE,
  "ema15" DOUBLE,
  "ema20" DOUBLE,
  "upperband" DOUBLE,
  "middleband" DOUBLE,
  "lowerband" DOUBLE,
  "ht_trendline" DOUBLE,
  "kama10" DOUBLE,
  "kama20" DOUBLE,
  "kama30" DOUBLE,
  "sar" DOUBLE,
  "trima5" DOUBLE,
  "trima10" DOUBLE,
  "trima20" DOUBLE,
  "adx5" DOUBLE,
  "adx10" DOUBLE,
  "adx20" DOUBLE,
  "apo" DOUBLE,
  "cci5" DOUBLE,
  "cci10" DOUBLE,
  "cci15" DOUBLE,
  "macd510" DOUBLE,
  "macd520" DOUBLE,
  "macd1020" DOUBLE,
  "macd1520" DOUBLE,
  "macd1226" DOUBLE,
  "mfi" DOUBLE,
  "mom10" DOUBLE,
  "mom15" DOUBLE,
  "mom20" DOUBLE,
  "roc5" DOUBLE,
  "roc10" DOUBLE,
  "roc20" DOUBLE,
  "ppo" DOUBLE,
  "rsi14" DOUBLE,
  "rsi8" DOUBLE,
  "slowk" DOUBLE,
  "slowd" DOUBLE,
  "fastk" DOUBLE,
  "fastd" DOUBLE,
  "fastksr" DOUBLE,
  "fastdsr" DOUBLE,
  "ultosc" DOUBLE,
  "willr" DOUBLE,
  "atr" DOUBLE,
  "trange" DOUBLE,
  "typprice" DOUBLE,
  "ht_dcperiod" DOUBLE,
  "beta" DOUBLE
);

Bajfinance 5minute With Indicators

@kaggle.debashis74017_bajaj_finance_stock_price_data_with_indicators.bajfinance_5minute_with_indicators
  • 57.6 MB
  • 120510 rows
  • 60 columns
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CREATE TABLE bajfinance_5minute_with_indicators (
  "date" VARCHAR,
  "close" DOUBLE,
  "high" DOUBLE,
  "low" DOUBLE,
  "open" DOUBLE,
  "volume" BIGINT,
  "sma5" DOUBLE,
  "sma10" DOUBLE,
  "sma15" DOUBLE,
  "sma20" DOUBLE,
  "ema5" DOUBLE,
  "ema10" DOUBLE,
  "ema15" DOUBLE,
  "ema20" DOUBLE,
  "upperband" DOUBLE,
  "middleband" DOUBLE,
  "lowerband" DOUBLE,
  "ht_trendline" DOUBLE,
  "kama10" DOUBLE,
  "kama20" DOUBLE,
  "kama30" DOUBLE,
  "sar" DOUBLE,
  "trima5" DOUBLE,
  "trima10" DOUBLE,
  "trima20" DOUBLE,
  "adx5" DOUBLE,
  "adx10" DOUBLE,
  "adx20" DOUBLE,
  "apo" DOUBLE,
  "cci5" DOUBLE,
  "cci10" DOUBLE,
  "cci15" DOUBLE,
  "macd510" DOUBLE,
  "macd520" DOUBLE,
  "macd1020" DOUBLE,
  "macd1520" DOUBLE,
  "macd1226" DOUBLE,
  "mfi" DOUBLE,
  "mom10" DOUBLE,
  "mom15" DOUBLE,
  "mom20" DOUBLE,
  "roc5" DOUBLE,
  "roc10" DOUBLE,
  "roc20" DOUBLE,
  "ppo" DOUBLE,
  "rsi14" DOUBLE,
  "rsi8" DOUBLE,
  "slowk" DOUBLE,
  "slowd" DOUBLE,
  "fastk" DOUBLE,
  "fastd" DOUBLE,
  "fastksr" DOUBLE,
  "fastdsr" DOUBLE,
  "ultosc" DOUBLE,
  "willr" DOUBLE,
  "atr" DOUBLE,
  "trange" DOUBLE,
  "typprice" DOUBLE,
  "ht_dcperiod" DOUBLE,
  "beta" DOUBLE
);

Bajfinance 60minute With Indicators

@kaggle.debashis74017_bajaj_finance_stock_price_data_with_indicators.bajfinance_60minute_with_indicators
  • 6.36 MB
  • 13012 rows
  • 60 columns
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CREATE TABLE bajfinance_60minute_with_indicators (
  "date" VARCHAR,
  "close" DOUBLE,
  "high" DOUBLE,
  "low" DOUBLE,
  "open" DOUBLE,
  "volume" BIGINT,
  "sma5" DOUBLE,
  "sma10" DOUBLE,
  "sma15" DOUBLE,
  "sma20" DOUBLE,
  "ema5" DOUBLE,
  "ema10" DOUBLE,
  "ema15" DOUBLE,
  "ema20" DOUBLE,
  "upperband" DOUBLE,
  "middleband" DOUBLE,
  "lowerband" DOUBLE,
  "ht_trendline" DOUBLE,
  "kama10" DOUBLE,
  "kama20" DOUBLE,
  "kama30" DOUBLE,
  "sar" DOUBLE,
  "trima5" DOUBLE,
  "trima10" DOUBLE,
  "trima20" DOUBLE,
  "adx5" DOUBLE,
  "adx10" DOUBLE,
  "adx20" DOUBLE,
  "apo" DOUBLE,
  "cci5" DOUBLE,
  "cci10" DOUBLE,
  "cci15" DOUBLE,
  "macd510" DOUBLE,
  "macd520" DOUBLE,
  "macd1020" DOUBLE,
  "macd1520" DOUBLE,
  "macd1226" DOUBLE,
  "mfi" DOUBLE,
  "mom10" DOUBLE,
  "mom15" DOUBLE,
  "mom20" DOUBLE,
  "roc5" DOUBLE,
  "roc10" DOUBLE,
  "roc20" DOUBLE,
  "ppo" DOUBLE,
  "rsi14" DOUBLE,
  "rsi8" DOUBLE,
  "slowk" DOUBLE,
  "slowd" DOUBLE,
  "fastk" DOUBLE,
  "fastd" DOUBLE,
  "fastksr" DOUBLE,
  "fastdsr" DOUBLE,
  "ultosc" DOUBLE,
  "willr" DOUBLE,
  "atr" DOUBLE,
  "trange" DOUBLE,
  "typprice" DOUBLE,
  "ht_dcperiod" DOUBLE,
  "beta" DOUBLE
);

Bajfinance Day With Indicators

@kaggle.debashis74017_bajaj_finance_stock_price_data_with_indicators.bajfinance_day_with_indicators
  • 954.01 KB
  • 1859 rows
  • 60 columns
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CREATE TABLE bajfinance_day_with_indicators (
  "date" VARCHAR,
  "close" DOUBLE,
  "high" DOUBLE,
  "low" DOUBLE,
  "open" DOUBLE,
  "volume" BIGINT,
  "sma5" DOUBLE,
  "sma10" DOUBLE,
  "sma15" DOUBLE,
  "sma20" DOUBLE,
  "ema5" DOUBLE,
  "ema10" DOUBLE,
  "ema15" DOUBLE,
  "ema20" DOUBLE,
  "upperband" DOUBLE,
  "middleband" DOUBLE,
  "lowerband" DOUBLE,
  "ht_trendline" DOUBLE,
  "kama10" DOUBLE,
  "kama20" DOUBLE,
  "kama30" DOUBLE,
  "sar" DOUBLE,
  "trima5" DOUBLE,
  "trima10" DOUBLE,
  "trima20" DOUBLE,
  "adx5" DOUBLE,
  "adx10" DOUBLE,
  "adx20" DOUBLE,
  "apo" DOUBLE,
  "cci5" DOUBLE,
  "cci10" DOUBLE,
  "cci15" DOUBLE,
  "macd510" DOUBLE,
  "macd520" DOUBLE,
  "macd1020" DOUBLE,
  "macd1520" DOUBLE,
  "macd1226" DOUBLE,
  "mfi" DOUBLE,
  "mom10" DOUBLE,
  "mom15" DOUBLE,
  "mom20" DOUBLE,
  "roc5" DOUBLE,
  "roc10" DOUBLE,
  "roc20" DOUBLE,
  "ppo" DOUBLE,
  "rsi14" DOUBLE,
  "rsi8" DOUBLE,
  "slowk" DOUBLE,
  "slowd" DOUBLE,
  "fastk" DOUBLE,
  "fastd" DOUBLE,
  "fastksr" DOUBLE,
  "fastdsr" DOUBLE,
  "ultosc" DOUBLE,
  "willr" DOUBLE,
  "atr" DOUBLE,
  "trange" DOUBLE,
  "typprice" DOUBLE,
  "ht_dcperiod" DOUBLE,
  "beta" DOUBLE
);

Bajfinance Minute Data With Indicators

@kaggle.debashis74017_bajaj_finance_stock_price_data_with_indicators.bajfinance_minute_data_with_indicators
  • 254.44 MB
  • 594107 rows
  • 60 columns
Loading... 

CREATE TABLE bajfinance_minute_data_with_indicators (
  "date" VARCHAR,
  "close" DOUBLE,
  "high" DOUBLE,
  "low" DOUBLE,
  "open" DOUBLE,
  "volume" BIGINT,
  "sma5" DOUBLE,
  "sma10" DOUBLE,
  "sma15" DOUBLE,
  "sma20" DOUBLE,
  "ema5" DOUBLE,
  "ema10" DOUBLE,
  "ema15" DOUBLE,
  "ema20" DOUBLE,
  "upperband" DOUBLE,
  "middleband" DOUBLE,
  "lowerband" DOUBLE,
  "ht_trendline" DOUBLE,
  "kama10" DOUBLE,
  "kama20" DOUBLE,
  "kama30" DOUBLE,
  "sar" DOUBLE,
  "trima5" DOUBLE,
  "trima10" DOUBLE,
  "trima20" DOUBLE,
  "adx5" DOUBLE,
  "adx10" DOUBLE,
  "adx20" DOUBLE,
  "apo" DOUBLE,
  "cci5" DOUBLE,
  "cci10" DOUBLE,
  "cci15" DOUBLE,
  "macd510" DOUBLE,
  "macd520" DOUBLE,
  "macd1020" DOUBLE,
  "macd1520" DOUBLE,
  "macd1226" DOUBLE,
  "mfi" DOUBLE,
  "mom10" DOUBLE,
  "mom15" DOUBLE,
  "mom20" DOUBLE,
  "roc5" DOUBLE,
  "roc10" DOUBLE,
  "roc20" DOUBLE,
  "ppo" DOUBLE,
  "rsi14" DOUBLE,
  "rsi8" DOUBLE,
  "slowk" DOUBLE,
  "slowd" DOUBLE,
  "fastk" DOUBLE,
  "fastd" DOUBLE,
  "fastksr" DOUBLE,
  "fastdsr" DOUBLE,
  "ultosc" DOUBLE,
  "willr" DOUBLE,
  "atr" DOUBLE,
  "trange" DOUBLE,
  "typprice" DOUBLE,
  "ht_dcperiod" DOUBLE,
  "beta" DOUBLE
);

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