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Mutual funds data extraction from MorningStar with Python

Project description

Mutual funds data extraction from MorningStar with Python

mstarpy is a Python package to get mutual funds data from MorningStar.

Installation

To get this package working you will need to install it via pip (with a Python 3.10 version or higher) on the terminal by typing:

$ pip install mstarpy

Usage

Load funds

Load a funds with the class Funds

funds = Funds("disruptive technology", country="fr")

print(funds.name)
BNP Paribas Funds Disruptive Technology B USD Capitalisation

Access Raw Data

You will be able to access all methods and get raw data about this funds

print(funds.holdings('equity'))
                                     securityName       secId performanceId holdingTypeId  ...  qualRating  quantRating  bestRatingType  securityType
0                                       Apple Inc  0P000000GY    0P000000GY             E  ...           3            3            Qual       
     ST
1                                  Microsoft Corp  0P000003MH    0P000003MH             E  ...           5            4            Qual       
     ST
2                                 First Solar Inc  0P00006TF8    0P00006TF8             E  ...           3            4            Qual       
     ST
3                            Alphabet Inc Class A  0P000002HD    0P000002HD             E  ...           5            5            Qual       
     ST
4                                Visa Inc Class A  0P0000CPCP    0P0000CPCP             E  ...           4            4            Qual       
     ST
5                      Advanced Micro Devices Inc  0P0000006A    0P0000006A             E  ...           5            5            Qual       
     ST
6   Taiwan Semiconductor Manufacturing Co Ltd ADR  0P000005AR    0P000005AR             E  ...           5            4            Qual       
     ST
7                                    Entegris Inc  0P000001Z2    0P000001Z2             E  ...           3            4            Quan       
     ST
8                        Pure Storage Inc Class A  0P00016Q76    0P00016Q76             E  ...        None            4            Quan       
     ST
9                          Palo Alto Networks Inc  0P0000WI3J    0P0000WI3J             E  ...           3            4            Qual       
     ST
10                           Booking Holdings Inc  0P000004G2    0P000004G2             E  ...           5            4            Qual       
      

Search funds

Look for a specific funds before loading a funds with class Funds

from mstarpy import search_funds

print(search_funds('equity',['SecId','TenforeId','LegalName'], country="fr", pageSize=10,currency="EUR",filters={"GBRReturnM12":(0,5)}))
[{'SecId': 'F00000NRKO', 'TenforeId': '52.8.LU0733933617', 'LegalName': 'AB - Asia Ex-Japan Equity Portfolio AY JPY Acc'}, {'SecId': 'F00000NRKP', 'TenforeId': '52.8.LU0733933963', 'LegalName': 'AB - Asia Ex-Japan Equity Portfolio BY JPY Inc'}, {'SecId': 'F00000SE93', 'LegalName': 'AB - Concentrated Global Equity Portfolio S USD Acc'}, {'SecId': 'F0000139L0', 'TenforeId': '52.8.LU1934455194', 
'LegalName': 'AB - Low Volatility Total Return Equity Portfolio A USD'}, {'SecId': 'F0000139L2', 'TenforeId': '52.8.LU1934455350', 'LegalName': 'AB - Low Volatility Total Return Equity Portfolio I USD'}, {'SecId': 'F00001D6YY', 'TenforeId': '52.8.LU2399902076', 'LegalName': 'AB SICAV I - Global Low Carbon Equity Portfolio I EUR Acc'}, {'SecId': 'F000013YTV', 'TenforeId': '52.8.LU1998907270', 'LegalName': 'AB SICAV I - Low Volatility Equity Portfolio I EUR Acc'}, {'SecId': 'F0GBR052U8', 'TenforeId': '52.8.LU0128316840', 'LegalName': 'AB SICAVI - European Equity Portfolio I Acc'}, {'SecId': 'F0GBR04SJU', 'TenforeId': '52.8.LU0231455378', 'LegalName': 'Aberdeen Standard SICAV I - Asia Pacific Sustainable Equity Fund A Acc GBP'}, {'SecId': 'FOGBR05LNS', 'TenforeId': '52.8.LU0231460451', 'LegalName': 'Aberdeen Standard SICAV I - Europe ex UK Sustainable Equity FundA Acc GBP'}]

Look for field

You can retrieve the list of field

from mstarpy import search_field

print(search_field("name"))
['CategoryName', 'instrumentName', 'LegalName', 'Name']

Contribute

You can download the open-source project on GitHub mstarpy and add your touch to make the package better.

Disclaimer

mstarpy works as an API of MorningStar. It allows to get data from the site in an easy way. mstarpy is not affiliated with MorningStar and is completly independant.

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