stocks-toolkit-india 0.1.49

Toolkit for performing analysis on indian stock market

stocks_toolkit_india

Toolkit for NSE/BSE stocks comprises of various functionalities like historical technical data and candle pattern detection.

To Install the package:

pip install stocks-toolkit-india

Note- This library needs TA-lib to be installed. To know more about how to install it https://github.com/mrjbq7/ta-lib

Note- Functionality for Graph and better visualisation of data will be added.

UPDATE - NSE no more allows to get data more than 365 days. This library is designed to provide in depth analysis of recent trend pattern of a stock.

For getting technical Data of a stock, the data is in pandas DataFrame Form.

from stocks_toolkit import stocks_toolkit
st = stocks_toolkit()
stock_df = st.technical_data("INFY","01-01-2021","01-7-2021")
print(stock_df)

	Symbol	Series	Date	Prev Close	Open Price	High Price	Low Price	Last Price	Close Price	Average Price	Total Traded Quantity	Turnover	No. of Trades	Deliverable Qty	% Dly Qt to Traded Qty
0	RELIANCE	EQ	01-Jan-2021	1985.3	1988	1997	1982	1988	1987.5	1989.5	4.622e+06	9.19548e+09	139680	1.01331e+06	21.92
1	RELIANCE	EQ	04-Jan-2021	1987.5	1995.1	1998.9	1968	1990.25	1990.85	1982.61	1.1313e+07	2.24292e+10	316871	3.8696e+06	34.2
2	RELIANCE	EQ	05-Jan-2021	1990.85	1969	1983.6	1956	1965	1966.1	1968.87	1.11328e+07	2.1919e+10	300233	5.20805e+06	46.78
3	RELIANCE	EQ	06-Jan-2021	1966.1	1965.9	1966	1905.15	1915.5	1914.25	1928.17	2.14143e+07	4.12904e+10	659284	9.0381e+06	42.21
4	RELIANCE	EQ	07-Jan-2021	1914.25	1920.5	1945	1905.15	1912.8	1911.15	1919.86	1.49184e+07	2.86413e+10	454695	6.45266e+06	43.25
5	RELIANCE	EQ	08-Jan-2021	1911.15	1918	1938.4	1912.1	1934	1933.7	1923.06	1.27098e+07	2.44418e+10	270966	5.30355e+06	41.73

For getting the candle analysis, candle patter found in the stock:

candles = st.candle_analysis("INFY","01-01-2021","01-7-2021")
print(candles)

	open	close	high	low	date	candles_found
0	1988	1987.5	1997	1982	01-Jan-2021	[]
1	1995.1	1990.85	1998.9	1968	04-Jan-2021	[]
2	1969	1966.1	1983.6	1956	05-Jan-2021	[]
3	1965.9	1914.25	1966	1905.15	06-Jan-2021	[]
4	1920.5	1911.15	1945	1905.15	07-Jan-2021	[]
5	1918	1933.7	1938.4	1912.1	08-Jan-2021	[]
.. ... ... ... ... ... ...
118	1572.00	1574.20	1578.00	1543.00	25-Jun-2021	[CDLDOJI:Bullish, CDLDOJISTAR:Bearish, CDLLONG...
119	1572.90	1571.80	1580.15	1560.60	28-Jun-2021	[CDLDOJI:Bullish, CDLHIGHWAVE:Bearish, CDLLONG...
120	1561.00	1563.05	1573.65	1559.20	29-Jun-2021	[CDLDOJI:Bullish, CDLGRAVESTONEDOJI:Bullish, C...
121	1572.05	1580.80	1591.00	1572.05	30-Jun-2021	[CDLSHOOTINGSTAR:Bearish]

The 'candles_found' column contains array of candle name along with their characterstics i.e Bullish/Bearish

CDLGRAVESTONEDOJI:Bullish => Grave Stone Doji candle pattern indicating Bullish behavoiour.

Note - A single array can have candles indicating both Bearish and Bullish behavious. Read more about Japanese Candle stick patterns - https://www.nomuradirect.com/pdf/21_Candlesticks.pdf

Both NSE symbol and BSE symbol can be provided as symbol in both of the above functions. If the data is available with NSE, both of the function will return data.

To convert NSE symbol to bse symbol use:

print(st.nse_to_bse("INFY")))
500209

and to convert bse symbol to nse symbol use:

print(st.bse_to_nse("500325")))
RELIANCE