Retrieve Fundamental Financial Data from SEC EDGAR
edgarfundamentals provides a simple, ticker-based
interface for retrieving key fundamental financial ratios directly from
SEC EDGAR 10-K filings. No API key or paid subscription is required.
# From CRAN (once published)
install.packages("edgarfundamentals")
# Development version
devtools::install_github("robschumaker/edgarfundamentals")The SEC requests that automated tools identify themselves via a User-Agent header. Set this once per session:
options(edgarfundamentals.user_agent = "Your Name your@email.com")| Function | Description |
|---|---|
get_cik(symbol) |
Translate a ticker to its SEC Central Index Key |
get_fundamentals(symbol, to_date) |
Key ratios for one stock from its most recent 10-K |
get_fundamentals_batch(symbols, to_date) |
Key ratios for a portfolio of stocks |
get_filing_history(symbol, form_type, n) |
Recent SEC filing history for a stock |
library(edgarfundamentals)
options(edgarfundamentals.user_agent = "Jane Smith jane@example.com")
# Single stock
get_fundamentals("LLY", to_date = "2024-12-31")
# Portfolio
healthcare <- c("UNH", "PFE", "MRK", "ABT", "LLY", "CVS", "AMGN")
get_fundamentals_batch(healthcare, to_date = "2024-12-31")get_fundamentals() and
get_fundamentals_batch() return the following:
| Ratio | Description | Source |
|---|---|---|
EPS |
Diluted Earnings Per Share (USD) | EDGAR |
NetIncome |
Net Income (USD) | EDGAR |
Revenue |
Total Revenue (USD) | EDGAR |
ROE |
Return on Equity (%) | EDGAR |
ROA |
Return on Assets (%) | EDGAR |
DE |
Debt-to-Equity ratio | EDGAR |
CurrentRatio |
Current Assets / Current Liabilities | EDGAR |
GrossMargin |
Gross Profit as % of Revenue | EDGAR |
OperatingMargin |
Operating Income as % of Revenue | EDGAR |
NetMargin |
Net Income as % of Revenue | EDGAR |
PE |
Price-to-Earnings ratio | EDGAR + Yahoo |
PB |
Price-to-Book ratio | EDGAR + Yahoo |
DIV |
Dividend Yield (%) | EDGAR + Yahoo |
After cloning, generate documentation and check the package before submission:
devtools::document() # generates man/ files from roxygen2 comments
devtools::check() # runs R CMD check -- must pass with 0 errors, 0 warnings
devtools::build() # builds the .tar.gz for CRAN submissionThe man/ directory is generated automatically by
devtools::document() and is not tracked in version
control.
All financial statement data comes from the SEC EDGAR XBRL API
(data.sec.gov), specifically the companyfacts
endpoint. Ratios reflect the most recently completed fiscal year from
10-K filings. PE, PB, and DIV additionally use current market prices
from Yahoo Finance via tidyquant.
MIT © Robert P Schumaker