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Stock Market & Investment Analysis

A beginner-to-advanced guide to how stocks are valued and how analysts think about them

Beginner

What Is a Stock? Beginner

A stock (also called a share or equity) represents a small piece of ownership in a company. When you buy a share of a company, you own a tiny fraction of that business, including a claim on its future profits and assets. Companies sell shares to raise money to grow the business; in exchange, shareholders get the chance to profit if the company does well (and the risk of losing money if it doesn't).

  • ✓ Ticker symbol: the short letter code used to identify a stock (e.g., AAPL for Apple).
  • ✓ Shares outstanding: the total number of shares a company has issued.
  • ✓ Public vs. private: public companies trade on an exchange (like the NYSE or Nasdaq); private companies do not.
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How the Stock Market Works Beginner

The stock market is a network of exchanges where buyers and sellers trade shares. Prices move based on supply and demand: if more people want to buy a stock than sell it, the price rises, and vice versa. Every quoted price has a 'bid' (the highest price a buyer will pay) and an 'ask' (the lowest price a seller will accept); the gap between them is the 'spread'.

  • ✓ Bid / Ask: the buy price and sell price currently available.
  • ✓ Volume: the number of shares traded in a given period; higher volume usually means it's easier to buy/sell without moving the price.
  • ✓ Liquidity: how easily an asset can be bought or sold without significantly affecting its price.
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Fundamental vs. Technical Analysis Beginner

There are two broad approaches analysts use to evaluate a stock. Fundamental analysis studies the health of the underlying business — its earnings, debt, growth, and management — to estimate what the company is actually worth. Technical analysis instead studies price charts and trading patterns, on the theory that price movements and volume reveal supply/demand trends that can predict future moves. Most professional analysts use a blend of both.

  • ✓ Fundamental analysis: financial statements, ratios (P/E, ROE, debt levels), industry position, management quality.
  • ✓ Technical analysis: price charts, moving averages, volume, momentum indicators (covered later in this guide).
  • ✓ Beginners are usually best served by starting with fundamentals — understanding what a business actually does and earns.
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What Analysts Actually Look At Beginner

When a professional stock analyst evaluates a company, they generally look at a consistent checklist: is the company profitable and growing? Is it priced reasonably compared to its earnings and peers? Does it carry too much debt? Is management allocating capital well (paying dividends, buying back shares, or reinvesting wisely)? And how does the stock compare to its industry and the broader market? Every ratio and formula later in this guide exists to answer one of these underlying questions.

  • ✓ Growth: is revenue and profit increasing year over year?
  • ✓ Valuation: is the current price reasonable relative to earnings, assets, or cash flow?
  • ✓ Financial health: does the company have manageable debt and strong cash flow?
  • ✓ Management & capital allocation: dividends, buybacks, and reinvestment decisions.
  • ✓ Relative comparison: how the stock stacks up against competitors and the overall market.
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Market Capitalization Beginner

Market capitalization ('market cap') is the total value the stock market assigns to a company. It's a quick way to gauge a company's size and is used to sort stocks into categories that carry different risk/reward profiles.

Formula
Market Cap = Share Price × Shares Outstanding
Example

A company with 10 million shares outstanding trading at $50/share has a market cap of $500 million.

  • ✓ Large-cap: generally $10B+ — typically established, more stable companies.
  • ✓ Mid-cap: roughly $2B–$10B — a mix of growth potential and stability.
  • ✓ Small-cap: roughly $300M–$2B — higher growth potential, but usually more volatile and risky.
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Dividends Beginner

A dividend is a portion of a company's profit paid out directly to shareholders, usually quarterly. Not all companies pay dividends — fast-growing companies often reinvest profits back into the business instead. Dividends can be a sign of a mature, cash-generating business, but a very high dividend can also be a warning sign if it isn't well-supported by earnings.

Formula
Dividend Yield = Annual Dividend per Share ÷ Share Price
Example

A stock trading at $100 that pays $3 per year in dividends has a dividend yield of 3%.

  • ✓ Payout ratio (covered in Intermediate) shows how much of a company's profit is being paid out as dividends.
  • ✓ Dividend 'yield traps' happen when a falling stock price makes the yield look artificially high.
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Bull Markets vs. Bear Markets Beginner

A 'bull market' describes a sustained period of rising prices and investor optimism. A 'bear market' describes a sustained period of falling prices (commonly defined as a drop of 20% or more from a recent high) and investor pessimism. These terms describe the overall market or an individual stock's long-term trend.

  • ✓ Correction: a shorter, milder decline of about 10% or more.
  • ✓ Volatility: how much and how quickly prices swing up and down.
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Diversification & Risk Beginner

Diversification means spreading your money across many different investments (companies, industries, or asset types) instead of concentrating it in just one. The idea is simple: if one investment performs poorly, others may offset the loss. No single stock's ratios matter as much as how it fits into your overall portfolio and risk tolerance.

  • ✓ Asset allocation: how you split money between stocks, bonds, cash, and other assets.
  • ✓ Risk tolerance: how much loss you can handle emotionally and financially before it disrupts your plan.
  • ✓ Time horizon: how long before you need the money — longer horizons generally can absorb more short-term volatility.
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Intermediate

Earnings Per Share (EPS) Intermediate

EPS measures how much profit a company generates for each individual share of stock. It's the building block for the P/E ratio and one of the most-watched numbers when a company reports quarterly earnings.

Formula
EPS = (Net Income − Preferred Dividends) ÷ Weighted Average Shares Outstanding
Example

A company with $50 million in net income and 10 million shares outstanding has an EPS of $5.

  • ✓ 'Trailing EPS' uses the last 12 months of actual earnings.
  • ✓ 'Forward EPS' uses analysts' estimated earnings for the next 12 months.
  • ✓ 'Diluted EPS' accounts for stock options/convertible securities that could increase share count — it's usually lower than basic EPS and considered more conservative.
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Price-to-Earnings (P/E) Ratio Intermediate

The P/E ratio is the single most commonly cited valuation metric in investing. It tells you how much investors are willing to pay today for each dollar of a company's earnings. A 'high' P/E often signals that the market expects strong future growth (or that the stock is overpriced); a 'low' P/E can signal a bargain (or that the market expects trouble ahead). P/E only makes sense compared against something — the company's own history, its industry peers, or the broader market.

Formula
P/E Ratio = Share Price ÷ Earnings Per Share (EPS)
Example

A stock trading at $60 with an EPS of $3 has a P/E ratio of 20 — meaning investors are paying $20 for every $1 of annual earnings.

  • ✓ Trailing P/E uses past (actual) earnings; forward P/E uses projected future earnings.
  • ✓ Compare P/E within the same industry — a software company and a utility company have very different 'normal' P/E ranges.
  • ✓ A stock can have no P/E (or a negative one) if the company has no earnings or is losing money.
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Price-to-Book (P/B) Ratio Intermediate

P/B compares a company's market value to its 'book value' — the net worth of the company according to its balance sheet (assets minus liabilities). It's especially useful for evaluating banks, insurers, and asset-heavy businesses, where book value closely tracks tangible worth.

Formula
P/B Ratio = Share Price ÷ Book Value per Share
  • ✓ A P/B below 1 can suggest a stock is undervalued relative to its assets — or that the market doubts the stated asset values.
  • ✓ Less useful for asset-light businesses (like software companies) whose real value is in ideas, brands, or people rather than physical assets.
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Dividend Payout Ratio Intermediate

This ratio shows what percentage of a company's earnings are being paid out to shareholders as dividends, versus retained and reinvested in the business. It helps you judge whether a dividend is sustainable.

Formula
Payout Ratio = Dividends Paid ÷ Net Income
Example

A company earning $10 per share and paying $4 per share in dividends has a payout ratio of 40%.

  • ✓ A very high payout ratio (near or above 100%) can be a red flag — the company may be paying out more than it earns.
  • ✓ Mature, stable industries (utilities, consumer staples) tend to support higher payout ratios than fast-growing companies.
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Return on Equity (ROE) Intermediate

ROE measures how efficiently a company uses shareholders' money to generate profit. It answers: 'for every dollar shareholders have invested, how much profit is the company producing?' It's a core measure of management effectiveness.

Formula
ROE = Net Income ÷ Shareholders' Equity
Example

A company with $20 million in net income and $100 million in shareholders' equity has an ROE of 20%.

  • ✓ Compare ROE within an industry — capital-intensive industries naturally run lower ROE than asset-light ones.
  • ✓ A very high ROE can sometimes be inflated by heavy debt rather than genuine efficiency — always check debt levels alongside it.
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Debt-to-Equity (D/E) Ratio Intermediate

D/E measures how much a company relies on borrowed money (debt) versus shareholder money (equity) to fund its operations. It's a key gauge of financial risk — more debt means more fixed obligations (interest payments) that must be paid regardless of how business is going.

Formula
D/E Ratio = Total Liabilities ÷ Shareholders' Equity
  • ✓ A D/E above 2.0 (i.e., $2 of debt for every $1 of equity) is generally considered higher risk, though 'normal' varies a lot by industry.
  • ✓ Capital-intensive industries (utilities, telecom, airlines) typically run higher D/E than software or services companies.
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Beta (Volatility vs. the Market) Intermediate

Beta measures how much a stock's price tends to move relative to the overall market (usually the S&P 500). It's a common shorthand for a stock's volatility and market-related risk.

  • ✓ Beta = 1.0: the stock tends to move in line with the market.
  • ✓ Beta > 1.0: the stock tends to be more volatile than the market (bigger swings both up and down).
  • ✓ Beta < 1.0: the stock tends to be less volatile than the market.
  • ✓ Negative beta: the stock tends to move opposite the market (rare, but true of some hedges).
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52-Week High/Low & Moving Averages Intermediate

The 52-week high/low shows the highest and lowest price a stock has traded at over the past year, giving quick context for where the current price sits historically. Moving averages smooth out day-to-day noise by averaging price over a set window of time, helping reveal the underlying trend.

  • ✓ 50-day moving average: a shorter-term trend indicator.
  • ✓ 200-day moving average: a longer-term trend indicator, widely watched by institutional investors.
  • ✓ 'Golden cross' (50-day crosses above 200-day) is often read as bullish; a 'death cross' (opposite) is often read as bearish — though neither guarantees future performance.
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Revenue Growth & Profit Margins Intermediate

Growth and profitability trends matter as much as any single-period number. Analysts track revenue growth (is the top line expanding?) alongside margins (how much of each sales dollar turns into actual profit) to see whether a business is scaling efficiently or just growing without becoming more profitable.

Formula
Net Profit Margin = Net Income ÷ Revenue
  • ✓ Gross margin, operating margin, and net margin each strip out different layers of cost — covered in depth in the Accounting guide.
  • ✓ Rising revenue with shrinking margins can be a warning sign that growth is coming at the cost of profitability.
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Advanced

Options Basics: Calls and Puts Advanced

An option is a contract that gives the buyer the right — but not the obligation — to buy or sell a stock at a set price (the 'strike price') before a set date (the 'expiration date'). A 'call' option gives the right to BUY the stock at the strike price — buyers use calls when they expect the price to rise. A 'put' option gives the right to SELL the stock at the strike price — buyers use puts when they expect the price to fall, or to protect existing shares from a decline. The price paid for an option contract is called the 'premium'.

  • ✓ Call option: right to buy at the strike price. Profits if the stock rises above strike + premium paid.
  • ✓ Put option: right to sell at the strike price. Profits if the stock falls below strike − premium paid.
  • ✓ Premium: the price paid to buy the option contract — this is the maximum a buyer can lose.
  • ✓ Strike price: the fixed price at which the contract can be exercised.
  • ✓ Expiration date: the date after which the contract is worthless if unexercised.
  • ✓ One standard equity options contract typically represents 100 shares of the underlying stock.
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Intrinsic Value vs. Time Value (Options Pricing) Advanced

An option's premium is made up of two parts. 'Intrinsic value' is the amount the option would be worth if exercised right now (how far 'in the money' it is). 'Time value' (or extrinsic value) is the extra amount buyers pay for the possibility that the option becomes more valuable before expiration. Time value shrinks as expiration approaches — a process called 'time decay'.

Formula
Call Intrinsic Value = max(0, Stock Price − Strike Price)
Put Intrinsic Value = max(0, Strike Price − Stock Price)
Time Value = Option Premium − Intrinsic Value
Example

A call option with a $50 strike on a stock trading at $55, priced at a $7 premium, has $5 of intrinsic value and $2 of time value.

  • ✓ In the money (ITM): has intrinsic value (call: stock > strike; put: stock < strike).
  • ✓ At the money (ATM): stock price ≈ strike price.
  • ✓ Out of the money (OTM): no intrinsic value — the entire premium is time value.
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Common Options Strategies Advanced

Beyond simply buying calls or puts, investors combine options to manage risk or generate income. These are more advanced techniques and generally not recommended until you're comfortable with the basics above.

  • ✓ Covered call: owning shares and selling a call against them to collect premium income, capping upside in exchange for cash now.
  • ✓ Protective put: owning shares and buying a put as 'insurance' against a price decline.
  • ✓ Cash-secured put: selling a put while holding enough cash to buy the shares if assigned — often used to acquire stock at a discount.
  • ✓ Spreads: buying and selling options of the same type at different strikes/expirations to limit both risk and reward.
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The Greeks (Options Risk Measures) Advanced

'The Greeks' are a set of measures that describe how an option's price is expected to react to different factors. Professional options traders use them to understand and manage risk precisely; beginners mainly need to recognize what each one represents.

  • ✓ Delta: how much the option price moves for a $1 move in the stock (also used as a rough estimate of probability the option expires in the money).
  • ✓ Gamma: how much Delta itself changes as the stock price moves.
  • ✓ Theta: how much value the option loses each day purely from time decay.
  • ✓ Vega: how sensitive the option price is to changes in implied volatility.
  • ✓ Rho: how sensitive the option price is to changes in interest rates (usually the least impactful for short-term options).
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PEG Ratio (Growth-Adjusted P/E) Advanced

The PEG ratio refines the P/E ratio by factoring in expected earnings growth, making it easier to compare companies growing at different speeds. A high-growth company can 'deserve' a higher P/E than a slow-growth one — PEG tries to normalize for that.

Formula
PEG Ratio = P/E Ratio ÷ Expected Annual EPS Growth Rate (%)
Example

A stock with a P/E of 30 and expected earnings growth of 15% per year has a PEG of 2.0.

  • ✓ A PEG around 1.0 is traditionally viewed as 'fairly valued' relative to growth; below 1.0 may suggest undervaluation.
  • ✓ PEG is only as reliable as the growth estimate feeding it — overly optimistic projections distort the result.
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Free Cash Flow (FCF) & FCF Yield Advanced

Free cash flow is the actual cash a company generates after paying for the operating expenses and capital investments needed to run the business. Many analysts consider it a truer measure of financial health than net income, because it's harder to manipulate with accounting choices.

Formula
Free Cash Flow = Operating Cash Flow − Capital Expenditures
FCF Yield = Free Cash Flow per Share ÷ Share Price
  • ✓ A company can show accounting profit (net income) while burning cash, or vice versa — FCF helps reconcile the two.
  • ✓ FCF yield is often compared to a company's dividend yield or bond yields to judge relative attractiveness.
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EV/EBITDA (Enterprise Value Multiple) Advanced

EV/EBITDA is a valuation ratio that's especially useful for comparing companies with different debt levels or tax situations, because it looks at the whole business (including debt) rather than just the equity (share) price. It's widely used in mergers & acquisitions and cross-company comparisons.

Formula
Enterprise Value (EV) = Market Cap + Total Debt − Cash & Equivalents
EV/EBITDA = Enterprise Value ÷ EBITDA
  • ✓ EBITDA = Earnings Before Interest, Taxes, Depreciation, and Amortization — defined in detail in the Accounting guide.
  • ✓ Lower EV/EBITDA relative to peers can suggest a stock is undervalued, all else equal.
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Technical Indicators: RSI, MACD, Bollinger Bands Advanced

Technical analysts use mathematical indicators derived from price and volume to gauge momentum and potential turning points. These don't measure business value — they measure trading behavior.

  • ✓ RSI (Relative Strength Index): a 0–100 scale measuring recent price momentum; readings above 70 are often considered 'overbought', below 30 'oversold'.
  • ✓ MACD (Moving Average Convergence Divergence): compares two moving averages to spot shifts in momentum and trend direction.
  • ✓ Bollinger Bands: bands plotted above and below a moving average based on volatility; price touching the outer bands can signal an overextended move.
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Short Selling & Margin Advanced

Short selling means borrowing shares and selling them, betting the price will fall so they can be bought back later at a lower price and returned to the lender — profiting from the difference. Margin means borrowing money from a broker to buy securities. Both amplify potential gains, but also amplify potential losses — short selling in particular carries theoretically unlimited risk, since a stock's price has no upper limit.

  • ✓ Short squeeze: when a heavily shorted stock rises sharply, forcing short sellers to buy back shares to limit losses, which pushes the price up further.
  • ✓ Margin call: a broker's demand for more funds/collateral when an account's value falls below required maintenance levels.
  • ✓ These are advanced, higher-risk techniques generally unsuitable for beginning investors.
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Risk-Adjusted Return: The Sharpe Ratio Advanced

Raw returns don't tell the whole story — a 15% return achieved with wild swings is very different from a 15% return achieved smoothly. The Sharpe ratio measures return earned per unit of risk (volatility) taken, making it possible to compare investments or portfolios on a risk-adjusted basis.

Formula
Sharpe Ratio = (Portfolio Return − Risk-Free Rate) ÷ Standard Deviation of Portfolio Returns
  • ✓ Higher Sharpe ratio = more return for each unit of risk taken.
  • ✓ The 'risk-free rate' is typically approximated using short-term government Treasury yields.
  • ✓ Useful for comparing funds or strategies, not just individual stocks.
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Putting It Together: Building a Checklist Advanced

No single ratio tells the whole story — experienced analysts triangulate across valuation (P/E, PEG, EV/EBITDA), profitability (margins, ROE), financial health (debt ratios, FCF), and momentum/technical context, then weigh it all against the price they'd have to pay today. Treat every formula in this guide as one input into a broader judgment call, not a standalone verdict.

  • ✓ Start with the business: what does it do, and how does it make money?
  • ✓ Check valuation relative to peers and history (P/E, PEG, EV/EBITDA, P/B).
  • ✓ Check financial health (debt ratios, free cash flow, interest coverage).
  • ✓ Check profitability trends (margins, ROE, ROIC) over multiple years, not just one quarter.
  • ✓ Only consider options strategies once you're fully comfortable with the underlying stock fundamentals.
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