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.