Resources, templates, and research notes

Everything here is built to be useful in Excel: short research notes, clean templates, and free examples of the dataset structure. The goal is simple: spend less time cleaning, more time thinking.

Why this exists

Research you can replicate

Most “investment content” is vibes. This library is built like a small lab: a question, a method, a result, and a way to reproduce it using structured financial data.

Excel-first

Templates and workflows designed for people who actually analyze in spreadsheets. No heavy tooling required.

Decision-ready

Focus on comparability, clear definitions, and repeatable ratios — the stuff that survives scrutiny.

Built from the dataset

Research notes use the same structure you get in pharos.xl: statements, variables dictionary, company index.

Free starter pack

A small “taste” of the system: pharos-lite.xlsx (5 companies, simplified variables), plus a quick guide to the layout. Enough to test your workflow and see what “clean” feels like.

This is intentionally limited — the full product is pharos.xl (100 companies, broader variable coverage, quarterly updates, and optional company notes).

  • 5 companies
  • 3 statements
  • Variables dictionary
  • 1 mini dashboard sheet
  • Quick “how to read it” guide
Read documentation
Tip: you can wire the template into your own watchlist and reuse it across earnings seasons.

Library

Research notes

Short, structured notes. Each one answers a question you can actually test using financial statements. Think of these as small “chapters” you can reuse in your own analysis.

Note 6 min

Profitability vs. growth: a simple quadrant

Classify companies by two forces that quietly explain a lot: growth and profitability. Learn the quadrant logic, then replicate the screen in Excel.

Open note Built using pharos.xl structure
Note 7 min

Operating leverage: fixed vs. variable costs

A clean way to reason about margin expansion (and margin collapse). Includes a simple spreadsheet workflow for peer comparison.

Open note Income statement lens
Note 8 min

Balance sheet risk: fast sanity checks

Liquidity isn’t glamorous — it’s survival. Learn quick checks: net debt logic, liquidity buffers, and what to flag before you model.

Open note Balance sheet lens
Template Excel

Excel template: Company tear sheet

A one-page sheet to summarize a company: core lines, key ratios, and notes. Designed to plug into structured data.

Download Reusable workflow
Template Excel

Excel template: Peer comparison

Compare companies side-by-side: margins, growth, leverage, asset intensity. Includes clean formatting and ready-to-fill inputs.

Download Built for screening
Sample 3–4 min

Sample company note (format)

A short example of how we write: what matters, how to interpret the statements, and what to watch next quarter.

Open sample Notes preview
Method 5 min

Methodology: how to interpret the data

Units, periods, comparability rules, and missing values. The goal is to remove ambiguity before analysis.

Open methodology Trust layer

This is a mock library view. Replace links with real pages (or PDFs) as you publish. The point is the structure: “useful first”, marketing second.

Want the full dataset?

pharos.xl is the clean core behind these resources: 100 companies, 3 statements, dictionaries, and a structure designed for fast research. Updated quarterly.