pyetfdb-scraper 0.1.7

Scrape ETFs from ETFDB

pyetfdb_scraper

pyetfdb_scraper is a Python library for extracting ETF data directly from ETFDB, a website providing one of the largest ETF Databases containing ETFs from a vast range of asset classes, industries, issuers, and investment styles.

Quick Start

Install with pip as a package pip. See the pip package here https://pypi.org/project/pyetfdb-scraper/.

pip install pyetfdb-scraper

from pyetfdb_scraper import etf

Example Usage

from pyetfdb_scraper.etf import ETF,load_etfs 
# returns list of available ETFs.
etfs = load_etfs()
# load etf
vwo = ETF('VWO')
# Get basic ETF information
print(vwo.info)
>>> {
     '52 Week Hi': '$55.78',
     '52 Week Lo': '$47.65',
     'AUM': '$80,421.8 M',
     'Asset Class': 'Equity',
     'Asset Class Size': 'Large-Cap',
     'Asset Class Style': 'Blend',
     'Brand': 'https://etfdb.com/issuer/vanguard/',
     'Category': 'Size and Style',
     'Category:': 'Emerging Markets Equities',
     'Change:': '$0.25 (-0.0%)',
     'ETF Home Page': 'https://advisors.vanguard.com/investments/products/bnd/vanguard-total-bond-market-etf',
     'Expense Ratio': '0.10%',
     'Focus': 'Total Market',
     'Inception': 'Mar 04, 2005',
     'Index Tracked': 'https://etfdb.com/index/ftse-custom-emerging-markets-all-cap-china-a-inclusion-net-tax-us-ric-index/',
     'Issuer': 'https://etfdb.com/issuer/vanguard/',
     'Last Updated:': 'Dec 09, 2021',
     'Niche': 'Broad-based',
     'P/E Ratio': '7.00',
     'Price:': '$50.14',
     'Region (General)': 'Emerging Markets',
     'Region (Specific)': 'Broad',
     'Segment': 'Equity: Emerging Markets  -  Total Market',
     'Shares': '1,603.3 M',
     'Strategy': 'Vanilla',
     'Structure': 'ETF',
     'Weighting Scheme': 'Market Cap'
 }

print(vwo.technicals)

>>> {
     '20 Day MA': '$50.45',
     '60 Day MA': '$50.74',
     'Average Spread ($)': '1.00',
     'Average Spread (%)': '1.00',
     'Lower Bollinger (10 Day)': '$48.64',
     'Lower Bollinger (20 Day)': '$48.33',
     'Lower Bollinger (30 Day)': '$48.81',
     'MACD 100 Period': '-0.74',
     'MACD 15 Period': '0.20',
     'Maximum Premium Discount (%)': '0.82',
     'Median Premium Discount (%)': '0.27',
     'RSI 10 Day': '49',
     'RSI 20 Day': '47',
     'RSI 30 Day': '47',
     'Resistance Level 1': 'n/a',
     'Resistance Level 2': '$50.53',
     'Stochastic Oscillator %D (1 Day)': '53.54',
     'Stochastic Oscillator %D (5 Day)': '73.08',
     'Stochastic Oscillator %K (1 Day)': '55.09',
     'Stochastic Oscillator %K (5 Day)': '57.68',
     'Support Level 1': 'n/a',
     'Support Level 2': '$49.86',
     'Tracking Difference Max Downside (%)': '-0.87',
     'Tracking Difference Max Upside (%)': '0.16',
     'Tracking Difference Median (%)': '-0.36',
     'Ultimate Oscillator': '47',
     'Upper Bollinger (10 Day)': '$50.47',
     'Upper Bollinger (20 Day)': '$52.61',
     'Upper Bollinger (30 Day)': '$52.50',
     'Williams % Range 10 Day': '19.32',
     'Williams % Range 20 Day': '59.31'
}

Help Needed!

I am working full-time, and as such don't have much time to constantly push commits or updates. I will appreciate if some help can be provided, such as:

• Unit tests for the current code
• ETF Category has yet to be updated

Disclaimer

This package is built with some reference to the existing pyetf package creted by Jakub Pluta, which has since not been actively maintained.

Contributing

Pull requests are welcome.

License

MIT License