| name | fuzzy-search |
| description | Fuzzy string matching for fund names and stock CUSIPs using thefuzz library. |
Fuzzy Search for 13-F Data
Setup
pip install thefuzz python-Levenshtein
Fund Name Search
from thefuzz import fuzz, process
results = process.extract(search_term, cover['FILINGMANAGER_NAME'].tolist(), scorer=fuzz.token_sort_ratio, limit=5)
Stock CUSIP Search by Issuer Name
issuers = info[['NAMEOFISSUER','CUSIP']].drop_duplicates()
results = process.extract(stock_name, issuers['NAMEOFISSUER'].tolist(), scorer=fuzz.token_sort_ratio, limit=5)