Package niftythematic

Date: 10-Apr-2022

Installation

Use the following for importing: from thematicnifty import tn

Prerequisites

The pandas package will be imported as pd.

Features

This is a comprehensive app that will allow you to get the list of stocks in National Stock Exchange (NSE) India that is belonging to different groups of main themes such as Broad Market Indices (bmi), or Sectorial Indices (secti), Strategy Indices (strati) or Thematic Indices (themei). From each of the group theme, you can pull different list of stocks from different groups.

For example, from the bmi theme, you can get the stocks of the usual groups such as NIFTY_50, NIFTY_100, NIFTY_200, etc. These are the sub-themes of the main bmi theme. A complete list of themes under bmi group is provided at the end of this document.

From secti, you can get the stocks belonging to different sectors such as NIFTY_AUTO, NIFTY_IT, NIFTY_PHARMA, NIFTY_FMCG, etc. These are the sub-themes of the main secti theme. A complete list of themes under secti group is provided at the end of this document.

From strati, you can you can extract stocks belonging to the groups such as NIFTY50_EQUAL_WEIGHT, NIFTY50_VALUE_20, NIFTY_ALPHA_50, etc. These are the sub-themes of the main strati theme. A complete list of themes under strati group is provided at the end of this document.

Finally, from themei, you can fetch stocks belonging to groups such as NIFTY100_LIQUID_15, NIFTY_CPSE, NIFTY_MIDCAP_LIQUID_15, NIFTY_MNC, etc. These are the sub-themes of the main themei theme. A complete list of themes under themei group is provided at the end of this document.

Method Design

This is designed to be simple, and there is a single method with three parameters.

getThematicNiftyStocks(main_item, sub_item, return_output)

Description of the Method

The getThematicNiftyStocks() method takes just 3 string inputs:

• group_name
• group_item
• return_type

Description of each of the above is given hereunder.

group_name

The main item can be one of the following four - bmi_group (default), secti_group, strati_group or themei_group. As already indicated, bmi stands for Broad Market Indices, secti stands for Sectorial Indices, strati stands for Strategic Indices, and themei stands for Thematic Indices.

group_item

The sub_items are different for different main_item. For bmi, the sub_item can be one of the following 16. The default value is 'NIFTY_50'.

1. NIFTY_MIDSMALLCAP_400
2. NIFTY_200
3. NIFTY_LARGEMIDCAP_250
4. NIFTY_TOTAL_MARKET
5. NIFTY_50 (default)
6. NIFTY_SMALLCAP_50
7. NIFTY_SMALLCAP_250
8. NIFTY_SMALLCAP_100
9. NIFTY_100
10. NIFTY_MIDCAP_150
11. NIFTY_MIDCAP_SELECT
12. NIFTY_NEXT_50
13. NIFTY500_MULTICAP_50_25_25
14. NIFTY_MICROCAP_250
15. NIFTY_MIDCAP_50
16. NIFTY_MIDCAP_100'

For secti, the sub_item can be one of the following 16: The default value is 'NIFTY_BANK'.

1. NIFTY_PHARMA
2. NIFTY_BANK (default)
3. NIFTY_PSU_BANK
4. NIFTY_FMCG
5. NIFTY_CONSUMER_DURABLES
6. NIFTY_PRIVATE_BANK
7. NIFTY_AUTO
8. NIFTY_HEALTHCARE_INDEX
9. NIFTY_ENERGY
10. NIFTY_METAL
11. NIFTY_OIL_and_GAS
12. NIFTY_REALTY
13. NIFTY_FINANCIAL_SERVICES_25_50
14. NIFTY_FINANCIAL_SERVICES
15. NIFTY_MEDIA
16. NIFTY_IT

For strati, the sub_item can be one of the following 10: The default is 'NIFTY_ALPHA_50'.

1. NIFTY100_LOW_VOLATILITY_30
2. NIFTY100_QUALITY_30
3. NIFTY50_VALUE_20
4. NIFTY_MIDCAP150_QUALITY_50
5. NIFTY_ALPHA_50 (default)
6. NIFTY200_QUALITY_30
7. NIFTY100_EQUAL_WEIGHT
8. NIFTY_ALPHA_LOW_VOLATILITY_30
9. NIFTY200_MOMENTUM_30
10. NIFTY_DIVIDEND_OPPORTUNITIES_50

Finally, for themei, the sub_item can be one of the following 10: The default value is 'NIFTY100_LIQUID_15'.

1. NIFTY100_ESG
2. NIFTY_INDIA_CONSUMPTION
3. NIFTY_SERVICES_SECTOR
4. NIFTY_INFRASTRUCTURE
5. NIFTY_INDIA_DIGITAL
6. NIFTY_PSE
7. NIFTY100_LIQUID_15 (default)
8. NIFTY_INDIA_MANUFACTURING
9. NIFTY_CPSE
10. NIFTY_MIDCAP_LIQUID_15
11. NIFTY_GROWTH_SECTORS_15
12. NIFTY_COMMODITIES
13. NIFTY_MNC'

return_type

As indicated earlier, return_type can take one of the following options:

1. 'as_list'
2. 'as_list_with_NS'
3. 'as_text'
4. 'as_text_with_NS' (default)

Default values for the method parameters

The method has been designed with the following default parameters:

1. group_name = 'bmi_group'
2. group_item = 'NIFTY_50'
3. return_type = 'as_text_with_NS'

Method Usage

Example for bmi_group

Run the getThematicNiftyStocks() method to capture the list of stocks (as a text, as a list, as a text witn .NS and as a text with .NS extension) as follows:

stocks = getThematicNiftyStocks(group_name='secti_group', group_item='NIFTY_IT', return_type='as_text')

The variable stocks will be either a list or a text based on what you want the list of stocks to be presented with. For example, if you run the following method,

stocks = getThematicNiftyStocks('bmi_group', 'NIFTY_50', 'as_text_with_ns')

the output will be the following:

Output: NTPC.NS INDUSINDBK.NS BPCL.NS SBIN.NS POWERGRID.NS HDFCBANK.NS HDFCLIFE.NS ADANIPORTS.NS BAJAJ-AUTO.NS COALINDIA.NS SHREECEM.NS M&M.NS BAJFINANCE.NS HDFC.NS KOTAKBANK.NS ONGC.NS TATACONSUM.NS TATAMOTORS.NS MARUTI.NS LT.NS UPL.NS HINDUNILVR.NS WIPRO.NS BAJAJFINSV.NS ICICIBANK.NS AXISBANK.NS DRREDDY.NS ASIANPAINT.NS EICHERMOT.NS TATASTEEL.NS BRITANNIA.NS ULTRACEMCO.NS NESTLEIND.NS JSWSTEEL.NS TCS.NS RELIANCE.NS HCLTECH.NS GRASIM.NS ITC.NS BHARTIARTL.NS SUNPHARMA.NS INFY.NS HINDALCO.NS TITAN.NS CIPLA.NS APOLLOHOSP.NS DIVISLAB.NS TECHM.NS SBILIFE.NS HEROMOTOCO.NS

Example for secti_group

stocks = getThematicNiftyStocks(group_name='secti_group', group_item='NIFTY_IT', return_type='as_text')

Output: WIPRO TCS LTTS HCLTECH INFY LTI MINDTREE TECHM MPHASIS COFORGE

Example for strati_group

stocks = getThematicNiftyStocks(group_name='strati_group', group_item='NIFTY50_VALUE_20', return_type='as_list_with_NS')

Output: ['NTPC.NS', 'BPCL.NS', 'POWERGRID.NS', 'COALINDIA.NS', 'BAJAJ-AUTO.NS', 'ONGC.NS', 'HINDUNILVR.NS', 'WIPRO.NS', 'LT.NS', 'UPL.NS', 'BRITANNIA.NS', 'GRASIM.NS', 'TCS.NS', 'HCLTECH.NS', 'JSWSTEEL.NS', 'ITC.NS', 'INFY.NS', 'HINDALCO.NS', 'TECHM.NS', 'HEROMOTOCO.NS']

Example for themei_group

stocks = getThematicNiftyStocks(group_name='themei_group', group_item='NIFTY_MIDCAP_LIQUID_15', return_type='as_list')

Output: ['FEDERALBNK', 'RECLTD', 'BEL', 'IRCTC', 'AUBANK', 'ZEEL', 'SRTRANSFIN', 'TATAPOWER', 'AUROPHARMA', 'ASHOKLEY', 'TVSMOTOR', 'GODREJPROP', 'BHARATFORG', 'MPHASIS', 'BALKRISIND']

This package is designed in such a way that, even if you provide some wrong inputs, the package will provide 'default' for each of the theme, which is mentioned above. It is essential that you capture the return as a 'text' or 'list' (with or without '.NS' extension). So, please note the debug comments while you capture stocks via the invocation of getThematicNiftyStocks() method.