Strasmore Research

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Evergreen explainers of how US markets actually work, each concept taught with real, queryable market data.

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Who Are the Biggest Market Makers?

Who are the biggest market makers? The firms that quote US stocks and options, and how to read your own broker's Rule 606 report to see who fills your orders.

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Quote-Driven vs Order-Driven Markets

Quote-driven vs order-driven markets, defined plainly, plus the hybrid reality of US equity trading and what depth each structure actually shows you.

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Good Faith Violations in Cash Accounts

A good faith violation happens when you buy with unsettled proceeds and sell before they settle. Here is the T+1 rule, worked examples, and the 90 day penalty.

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How Preferred Stock Dividends Work

Preferred stock dividends are a stated rate on par value, with rules common shares never carry. Cumulative terms, arrears, stoppers and call risk, explained.

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ETN vs ETF: the credit risk you own

ETN vs ETF: one owns assets, the other is unsecured bank debt. See what happened to holders when issuers failed or called the notes, with the data.

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Can You Sell on the Ex-Dividend Date?

Can you sell on the ex-dividend date and keep the dividend? Yes, if you owned the shares at the open. Here is the record date and settlement chain behind it.

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Best Time of Day to Sell a Mutual Fund

Is there a best time of day to sell a mutual fund? Forward pricing says no, and the exceptions, broker cutoffs and fair value pricing, are where money leaks.

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How ETF Creation and Redemption Works

ETF creation and redemption is the primary market retail never sees. How authorized participants swap baskets for shares, and why that loop pins price to NAV.

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What Is a Calendar Spread in Options?

A calendar spread sells the near dated option and buys the longer dated one at the same strike. See the term structure and greeks data that sits behind it.

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How Stock Settlement Works Under T+1

How stock settlement works under T+1: trade date versus settlement date, what clearing does in between, and why ex-dividend and record date now match.

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How the Put/Call Ratio Is Calculated

How the put/call ratio is calculated: the volume and open interest formulas, why index readings run higher, and what counts as a normal reading in 2026.

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How to Calculate Covered Call Returns

How to calculate covered call returns: net debit, break even, static return and return if called, worked through one contract, plus the annualized catch.

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What Time Do Options Stop Trading?

What time do options stop trading? Most stop at 4:00 p.m. ET, while broad index options keep printing until 4:15. See the exact last print, minute by minute.

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When Does a Stock Split Take Effect?

A stock split takes effect on the ex-distribution date, usually the business day after the payable date. Here is the full timeline, with due bills explained.

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How Implied Volatility Is Calculated

Implied volatility has no closed form solution. See how a solver backs it out of an option price by iteration, the Python that does it, and the traps.

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When Is the COT Report Released?

The CFTC releases the COT report every Friday at 3:30 pm ET, measured as of Tuesday's close. See the schedule, the three-day lag, and how to read it.

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How Stock Splits Affect Your Options

A stock split adjusts your options automatically. See what happens to the strike price and the 100 share deliverable, and where the math gets strange.

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How to Find a Stock's Earnings Date

A company sets its own earnings date and confirms it in a press release and an 8-K filing. Here is where to look, and how far an estimated date can move.

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Circuit Breakers for Trading Bots

Circuit breakers stop a trading bot before a bad session compounds. See how often a daily loss limit trips and what volatility scaling does to position size.

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When Do Mutual Funds Pay Dividends?

Mutual funds pay dividends monthly, quarterly or annually, and hand out capital gains once in December. See the calendar, the NAV drop and the tax trap.

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How to Find a Lockup Expiration Date

A lockup expiration date lives in the IPO prospectus, not on a calendar page. Where to find it, and why counting 180 days from the first trade gets it wrong.

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Nikkei 225 Options and SQ Settlement

Nikkei 225 options settle in cash against the SQ, an opening print from all 225 stocks. How the second Friday settlement works and what long premium costs.

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When Do Mutual Fund Trades Settle?

Mutual fund settlement runs on a different clock than fund pricing. Walk a sale through both clocks, day by day, and see when the cash is really yours.

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Paper Trading Before Real Money

Paper trading proves your order mechanics and leaves psychology untested. See what simulator fills omit, how long to practice, and which metrics matter.

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Trading US 0DTE Options From Japan

Trading US 0DTE options from Japan puts the opening bell at 22:30 JST. See the session on the Japanese clock, hourly volume, spreads and access mechanics.

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Monthly Dividend Stocks Explained

Monthly dividend stocks pay twelve times a year. See why quarterly is the US standard, which structures pay monthly, and how the two yields compare.

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Covered Call vs Cash-Secured Put

A covered call and a cash-secured put at one strike share a payoff shape. See both priced on the same SPY chain, and where the two really differ.

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The 3-5-7 Rule in Options, Examined

The 3-5-7 rule caps risk at 3% per trade, 5% per underlying and 7% of the account. Where the folk rule came from, and how it holds up against the data.

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Free SQL API for Stock Market Data

A free SQL API for stock market data: write real SQL against 22 years of US equities, dividends, and fundamentals. 100 queries a day, no credit card.

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Which Stocks Have Daily Options?

SPY, QQQ and IWM list a new options expiration every trading day, and the index roots go deeper. See which tickers carry dailies and which only get Fridays.

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When Is Short Interest Released?

FINRA publishes short interest twice a month, mid-month and month-end, about two weeks after each settlement date. See the live release cadence and lag.

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The Low-Volatility Anomaly

The low-volatility anomaly says more risk does not reliably pay. We line up two years of realized volatility against the return each large-cap stock delivered.

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How Often Do Stocks Split?

How often do stocks split? A data study since 2016: reverse splits far outnumber the forward ones that grab headlines, hundreds of each every year.

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How Ex-Dividend Dates Affect Options

How ex-dividend dates affect options: why ordinary dividends don't move strikes, when to exercise a call early, and how a liquid option's greeks glide through.

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Does a Stock Go Up After a Split?

Does a stock go up after a stock split? A data study of forward splits since 2016: the run-up comes before, and the median stock trailed the market afterward.

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Is the Stock Market Open Today?

Is the US stock market open today? A computed open/closed status, today's calendar, every upcoming holiday, and what happens to orders placed while it's closed.

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What Is Average Daily Volume (ADV)?

Average daily volume is a stock's typical shares traded per day. It is the denominator inside days to cover, relative volume, and every liquidity screen.

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FINRA Short Interest Data, Explained

Where short interest data actually comes from: FINRA's twice-monthly settlement file and its daily short volume file. Schedules, contents, and failure modes.

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Market Order vs Limit Order, Measured

A market order fills now at the best available price; a limit order caps your price but may not fill. Real quote data shows what each choice costs in dollars.

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How Monthly Stock Returns Are Measured

A monthly stock return depends on which two prices you pick, whether dividends count, and whether the series is split-adjusted. Each one measured on real data.

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What Is a Bid-Ask Spread? Real Costs

Learn what a bid-ask spread is, how to calculate it, and what it costs per trade, with real spreads measured from tick-level quote data on US stocks.