Trader Vocabulary, Glossary, Acronyms and Slang

Trader Terminology glossary of terms, acronyms, and quantitative trader speak



52-week high/low ►52-week high/low◄ 52 weeks is a year so this is a year high or a year low.
ADR ►ADR◄ American Depositary Receipts are stocks that trade in the U.S. but represent foreign shares.  ADRs trade and clear on U.S. markets in USD thereby enabling investors to avoid trading the underlying stock in the foreign market.
After Hours ►After Hours◄ Trading outside normal trading hours (typically 09:30 – 16:00 EST) is considered After Hours Trading and is facilitated by ECNs. Volume is thin, pricing can be volatile. Trade with caution After Hours.
Algo or algorithm ►Algo or algorithm◄ a computer program, in trading it can be for filling orders in a specific way or deciding which symbols to trade. It can be as complex as you want or a very simple line of boolean logic.
Algotrading ►Algotrading◄ Trading using an algorithm rather than a human. Manual traders are known to let emotions alter their decision making process, Algos have no emotion & will make the same decision, repeatedly & rapidly.
Alpha ►Alpha◄  (the Greek letter α) describes a trading strategy’s ability to beat the market. This is the amount over the natural return that comes from the trading strategy’s beta (the Greek letter β).
Altdata ►Altdata◄ AKA Alternative Data – Non-market data that can still affect the market, ie Satellite images of Walmart car parks, Twitter sentiments.
Alternative Data ►Alternative data◄ Non-market data that can still affect the market, ie Satellite images of Walmart car parks, Twitter sentiments.
Alternative Fuels ►Alternative Fuels◄ Alternative Fuels are gaining ground. ETFs like TAN, ICLN, PBW and PZD target solar companies, wind companies and other producers of renewable forms of energy.
AMERIBOR ►AMERIBOR◄is an alternative interest rate benchmark created by the American Financial Exchange. With LIBOR scheduled to be phased out in 2021 (I wonder why?) Capital Market participants seek out  alternatives.
Annual Report ►Annual Report◄ A statement produced by a company covering financial and relevant information about its management, direction, products, and accomplishments.
API ►API◄ Application Programming Interface – an interface to the functions of an application from outside of that application. Protocols, instructions, tools, clearly defined methods. Often web calls – see REST API
Arbitrage ►Arbitrage◄ The simultaneous buying and selling of any product in different markets or formats in order to take advantage of differing prices.
Artificial Intelligence (AI) Generally ►Artificial Intelligence (AI)◄  Generally, AI is attempt to create machines or programs that mimic human intelligence. An algo that perceives its environment and takes action.
Artificial Intelligence (AI) In Trading ►Artificial Intelligence (AI)◄  In trading, an algo that takes a large number of trading events and lots of processed data, the algo then works out the ideal decisions and makes future trades automatically.
Asset Buying ►Asset Buying◄ A FED process for backing up “At Risk Asset Classes”, using newly minted cash. Used during the 2008 crash it is being pressed into service again in the current crisis. Senate Bill $2T, FED bailout may be $4T or more.
At The Opening ►At The Opening◄ An order type that is executed “at the opening” of the trading day. At Opening orders that are not eligible to be included in the first trades are automatically canceled or rejected.
ATR ►ATR◄  is the Average True Range (aka Average Trading Range) for a given security. The average true range is a technical analysis indicator that measures volatility by decomposing the entire range of a security’s price for a given period.
AUM ►AUM◄ Assets Under Management – amount of money held by a Hedge Fund on behalf of clients for investment.
Authorized Shares ►Authorized Shares◄ This is the TOTAL number of shares that a company can trade (Thus it is always larger than the public FLOAT or available shares).
Average Dollar Risk ►Average Dollar Risk◄ Common approach of 401k Plans, you invest a steady dollar amount but the number of shares you purchase varies as the stock price rises and falls. Thus the total cost of your shares is an average.
Average Dollar Risk – Trading ►Average Dollar Risk – Trading◄ In trading this means the average $ capital in play per day. So if you traded $10m on day 1, $30m on day 2 and $60m on day 3 your Average Dollar Risk would be $33.3m.
Average Trade Duration  ►Average Trade Duration◄ Average time spent in a trade (average of all your Trade Durations). For intraday traders, this may be seconds to minutes to hours. For multiday traders, this may be days, weeks, months or even years.
Averaging Down ►Averaging Down◄ If an investor believes a stock is being sold at too low a price and will rebound, they will buy and continue to buy as it drops further thus making their average purchase price lower.
Backtest ►Backtest◄ A process of running a logical idea for trading through historical trading history to see if it bears fruit.
Bad Breadth ►Bad Breadth◄ When the percentage of stocks (in an index or group) that are above their x days moving average is <50%. ie When more than half the SP500 symbols are below their 50 day moving average the market is said to have bad breadth
Bah Humbug ►Bah Humbug◄ ‘Tis the night before Christmas. The exchanges are closed. Money isn’t everything. Enjoy the time spent with those closest to you. Reach out and spread some Yuletide Joy. Call your mother!
Ballooning balance sheet ►Ballooning balance sheet◄ Rapidly increasing balance sheet as a result of a quick expansion in asset purchasing. See Fed Balance Sheet.
Baltic Dry Index ►Baltic Dry Index (BDI) ◄ Key barometer of global freight activity, assesses nearly two dozen major shipping routes to identify the cost of ferrying dry raw materials (grain, iron). Related Equities would be CMRE, TOPS, SHIP & others.
Baltic Dry Index BDI ►Baltic Dry Index BDI◄ is the main barometer of global freight, it does this by assessing  more than ten major shipping routes to measure the change in rates charged by ships carrying dry commodity goods like iron ore and grain
Bank of England ►Bank of England◄ is UK’s central bank and started life in 1694 as a private bank set up by London merchants as a vehicle to lend money to the government and to deal with the national debt.
Bars ►Bars◄ Colored vertical lines on a Stock chart which compress significant data into a small space (Open, High, Low, Close, Volume) and can be quickly read to indicate activity in the given period. Ie “Two Long Wicks”.
Bars ►Bars◄ In algorithmic programming languages bars are DATA stores of chart bar data and more (Time, Open,High, Low, Close, Volume, Count, Bid Ask Volume, average spread, etc)
Bars ►Bars◄ Places that you go to drown your sorrows after a particularly bad day of trading.
Basis Point ►Basis Point◄ 1/100th of one percent (0.01%). Basis points are used to express the change in a financial security. A 1% change in price equals 100 basis points. Sometimes abbreviated as BPS
Basis Points or BIPS ►Basis Points or BIPS◄ From base move between 2 percentages. Mainly for interest rates. 100 Basis Points = 1%. 1/100th of 1%. 10% change from 10% is that 11% or 20%? 100 bips change on 10% is much clearer = 11%
Basket Trade ►Basket Trade◄  A trader establishes their own group of symbols and trades them as a block. E.g.: Gold related symbols or big tech companies. The trader monitors these Baskets and move long or short en block as the trading strategy dictates
BAT FAANGS ►BAT FAANGS◄ 2019 was the year of FAANG, 2020 will be BAT FAANGs year. Mean Reversion after Tariffs should help Chinese tech firms Baidu, Alibaba and Tencent against the best of the US : Facebook, Apple, Amazon, Netflix and Google.
Bear Market ►Bear Market◄  A market that is going down. Someone who believes the market is going down is called bearish. Think “Bear Down”
Bear Trap ►Bear Trap◄ is a false signal for a short, an asset is trending up and reverses, heads down often breaking a support level attracting short traders only to turn back up and burn them. See also Short Squeeze.
Best Execution ►Best Execution◄ a.k.a. Best Ex. SEC rule 19(b)(7)  requires broker/dealers to seek out the best possible price for client orders to ensure fairness to the client purchasing or selling the security.
Beta ►Beta◄  (the Greek letter β) is the measure of a security’s volatility or systematic risk as compared to the entire market or a given index that the security belongs to.
bid-ask spread A ►bid-ask spread◄  is the difference (dollars/cents) between the best ask price (lowest sellers are willing to sell a security) and the best bid price (highest a buyer is willing to pay).
Big Data ►Big Data◄ is the gathering of large amounts of data relating to your model from both internal and external sources. Big Data and particularly Real Time Big Data is the key to the future of AI and ML.
bigdata ►bigdata◄ Refers to massive, varying sets of information that are constantly growing as computers capture more and more information.
Black-Scholes ►Black-Scholes◄is a differential equation used to solve for European options prices. It assumes heavily traded assets follow a geometric Brownian motion with constant drift and volatility. AKA BSM Black-Scholes-Merton
Bloomberg ►Bloomberg◄ Michael Bloomberg’s 1981 company after he left Salomen Brothers & before he was mayor of NY. They are famous for the “Bloomberg Terminal” which gives traders access to huge amounts of Trading Information.
Blue Chip ►Blue Chip◄ A blue-chip stocks are industry-leading, large companies. They represent stable companies that are normally good investments.
Blue Chip ►Blue Chips◄ are dominant, long standing, quality companies with stable performance in good and bad times. Dow30 is an index of 30 (but not all) Blue Chip stocks. Traditionally blue chip = highest value chip in poker.
Bollinger Bands ►Bollinger bands◄  are drawn x standard deviations away from the moving average. If a price prints outside the Bollinger band it is either Overbought/Oversold or making a Breakout.
Book Value ►Book value◄  is the net asset value of a company. Book Value = total assets – intangible assets (patents, goodwill) – liabilities.
Book Value ►Book Value◄ A company’s carrying value as shown on their balance sheet. Book Value = Net Asset Value – intangible assets – liabilities.
Boolean logic ►Boolean logic◄ A logical proposition involving two possible values : True or False. Can be strung together with AND, OR, NOT, NOR, XOR etc to make decisions. Ie if (last>10 and avgvol<100000) or rvol >3 then trade
Bottom-up investing ►Bottom-up investing◄ is a strategy that ignores industry/economic factors, choosing instead to focuses on the analyses of specific individual stocks and companies.
BreakOuts ►Breakouts◄  Symbols will often “trade in a range”. When they suddenly break up or down out of this range, this is a BreakOut. It is a particularly strong indicator if the move is accompanied by a surge in volume.
Brent crude, WTI (West Texas Intermediate) & Dubai/Oman ►Brent crude, WTI (West Texas Intermediate/Texas Light Sweet) & Dubai/Oman◄ are the 3 major oil benchmarks used for trading oil contracts, futures and derivatives. US business/equities are affected by changes in the price of oil.
BRIC ►BRIC◄ Brazil, Russia, India, China – Considered to be the top of the Emerging markets and thus a ripe opportunity for investment and profit.
Broker-Dealer ►Broker-Dealer◄ A brokerage firm that buys and sells securities on its own account as a principal before selling the securities to customers.
Bull Market ►Bull Market◄  A market that is going up. Someone who believes the market is going up is called bearish. Think “Charge!”
Bull Trap ►Bull Trap◄ Opposite of a Bear Trap, it is a false signal for a long trade, an asset is trending down and reverses, heads up often breaking a resistance level attracting long traders only to turn down and burn them.
Busted Trade ►Busted Trade◄ A trade that is entered into one party in error and that the contra party is willing to walk away from. Requires exchange intervention to bust.
Buy/ Sell Side ►Buy / Sell Side◄ Buy side has capital to invest, Sell side has assets or opportunities to sell. Asset Managers, Hedge Funds, Institutional/ Retail Investors vs Bankers, Brokers, Market Makers, Corporations
buyback ►buyback◄ stock repurchase is when a company purchases its own shares from the marketplace.
Buying Power ►Buying Power◄ The amount of money that a trader has to trade securities. This is the cash available in a given account plus any approved and available margin.
Buying size ►Buying Size◄ Trading large quantities of a security.
CAGR ►CAGR◄ Compound annual growth rate is the rate of return that is vital for an investment to grow from its starting balance -> ending balance (assumes that at the end of the year profits were reinvested).
Calmar Ratio ►Calmar Ratio◄ a.k.a. Drawdown Ratio. The Calmar ratio is a comparison of the average annual rate of return and the max drawdown of the trading strategy. Low Calmar Ratio = poor performance. High Calmar ratio = good performance.
Cancel/Replace ►Cancel Replace◄  orders change some part of an open order. This is typically the price or the order quantity. Most exchanges do not have an order modify feature.
Capital Gains ►Capital Gains◄ are the profits made from buying and selling assets. They are made when traders sell shares or commodities for more than they originally paid for them. Capital Gains Tax rates are lower than normal taxes!
Capital Spending ►Capital Spending◄- The purchase of fixed assets like plants or equipment. Capital expenditures are generally depreciated over their useful life.
Cash Flow ►Cash Flow◄ A company’s cash earnings. Usually the net income + noncash charges (depreciation + amortization)
cashflow ►cashflow◄ is a term that describes the net total of cash and cash-assets being moved in and out of a company. Positive cash flows display a business’ capacity to generate value for its shareholders.
cashtag ►cashtag◄ A dollar sign followed by a ticker symbol that signifies the name of a stock used in social media, similar to a hashtag (i.e. $GOOG = Google, $MSFT = Microsoft)
CFO ►CFO◄ Chief Financial Officer – C suite, senior executive, member of the board responsible for all the financial affairs of a company (Planning, Risks, Records, Reporting)
Chapter 11 ►Chapter 11◄of the American bankruptcy protection laws effectively puts a protective ring around a company, winning it time to renegotiate its debts and stopping creditors from claiming assets.
Chart ►Chart◄ A graphical display of historical Open High Low Close prices and Volumes. Most commonly used are Japanese Candlestick Charts which make for a very easy read of a considerable amount of data.
Christmas Bounce ►Christmas Bounce◄ The S&P 500 has been positive between Thanksgiving and Christmas 80 percent of the time since 1990. Maybe I should have told you this back in November! Not Trading Advice!
Circuit Breakers – Halts – Limit Up Limit Down ►Circuit Breakers – Halts – Limit Up Limit Down◄ Symbols have prices at which they will pause trading. These limits are calculated and listed as Limit Up Limit Down. If a symbol moves suddenly past it may be halted for minutes to days.
Cleaned Data ►Cleaned Data◄ Sometimes datasets contain bad data, or noise, or blank entries or some kind of null or nan value. Cleaning Data means making this data ready for the Machine Learning to analyze.
Closing Period ►Closing Period◄Limited trading period 15 mins before the close, where specialist balances the book adjusting the price until all trades are met.
Closing Print or ‘6’ print ►Closing Print or ‘6’ print◄All prints have trade conditions, ‘6’ means this was the Closing print of the symbol for the day. Often huge size as it is the conclusion of the closing auction.
Cloud-Based ►Cloud-Based◄ Computer systems or data that are stored, managed, processed and made available on-demand from remote servers somewhere on the Internet.
Clowngrade ►Clowngrade◄ When an institutional analyst upgrades or downgrades a stock for a stupid reason.
CME ►CME◄ Chicago Mercantile Exchange – founded 1898 as an agricultural commodities exchange. Established the idea that a farmer could know the FUTURE price he would be paid for his crop. Worlds largest Futures exchange.
Co-Located ►Co-Located◄ The major markets now rent server rack space inside their facilities allowing trading firms to locate computers literally inside the exchange. No lag, just immediate response to market action. Now, how fast is your code?
Coffee ►Coffee◄ The magical fuel that traders use to stay awake, alert, and focussed. Warning: Too much coffee leads to bad trading and poor health.
Commercial Paper Funding Facility (CPFF) ►Commercial Paper Funding Facility (CPFF)◄ Buying Commercial Paper from the Issuer, directly financing credit and funding for auto loans and mortgages as well as provide liquidity to meet the operational needs of a range of companies.
Commissions ►Commissions◄ normally refer specifically to the fees charged in relation to an actual trade. These are levied by the exchange the order was sent to and, for professional traders, can sometimes include rebates for providing liquidity
Compliance Officer – Trading ►Compliance Officer – Trading◄ Person in a trading firm responsible for ensuring everyone complies with all market regulations, also deals with communications with the SEC on trade disputes/issues.
Compound Annual ROR ►Compound Annual ROR◄ (Rate of Return) Percentage that signifies the increasing effect that a sequence of gains/losses has on an original amount of capital over each cumulative year.
Compounding ►Compounding ◄ The procedure in which an asset’s capital gains or interest earnings are reinvested in order to produce more earnings over time.
Contango ►Contango◄ in the time of Contagion! Contango AKA Forwardation, means the future price of a commodity is higher than the current (Spot) price. ie the asset price is expected to rise over time.
Contrarian ►Contrarian◄ Someone who is willing to think and act differently than the crowd.
Corporate Action ►Corporate Action◄ Any material change to a corporation that affects the investors. Must be approved by the board. Think: dividends, stock splits, M&A, bankruptcy, symbol changes.
Correction ►Correction◄ Generally a drop of >=10% from a recent high (or THE most recent). One can predict, anticipate or react to a correction in many ways. Many things can trigger a correction (news, results, world events).
Correlation ►Correlation◄is the relationship between two sets of values expressed as a figure between -1 and 1, where -1 implies a perfect negative correlation, 0 represents no correlation whatsoever, and 1 implies a perfect positive correlation.
Country Specific ETFs ►Country Specific ETFs◄ There are a number of country specific ETFs including : FXI China, EWJ Japan, EWZ Brazil, EWT Taiwan, EWA Australia, EWC Canada, EWG Germany, EWH Hong Kong, EWU UK, EWW Mexico, EWY Korea
Covering the Short ►Covering the Short◄ Buying back stocks to replace the shares you borrowed. Can also be just “Covering”. See Shorting Sale.
Covert Buy Back ►Covert Buy Back◄Companies/Insiders/Banks very quietly buy shares. As such, they benefit from lower share prices. Low/no publicity and public posturing might be non existent, cryptic or outright bearish. High volume low price action.
Crossed Market ►Crossed Market◄ Temporary situation where the Bid is higher than the Ask. Was the mainstay of Arbitrage Trades when exchanges were less interconnected. Now normally only happens as the result of a technical breakdown.
Crowdsourcing ►Crowdsourcing◄ Practice of obtaining new ideas by working with a large number of people via the Internet. CloudQuant crowdsources users proficient in Python to develop new trading algos and share in the profits.
Crude Oil ►Crude Oil◄ is a hugely important commodity which affects global finance and geopolitics. Most is in the turbulent Middle East. People and businesses all over the world consume oil and gas. It is the current major store of Energy.
Crude price vs Equity ETFs ►Crude price vs Equity ETFs◄ XLE is the main ETF for trading oil and Gas prices but it does not directly track crude prices : holds XOM, CVX, SLB, COP, KMI & OXY. VDE is another Oil ETF. OIH tracks Oil Services like SLB, HAL and BKR.
Crumbling Quote ►Crumbling Quote◄ IEX’s description of the effect of an HFT running ahead of the NBBO update and consuming all the potentially profitable resting trades on the other exchanges. Effectively it looks like the Quote is crumbling away.
Crumbling Quote D-Peg and P-Peg Orders ►Crumbling Quote D-Peg and P-Peg Orders◄ IEX’s own “Midpoint” Peg orders which automatically tighten up when IEX’s Crumbling Quote Indicator is active.
Crumbling Quote Frequency ►Crumbling Quote Frequency◄ IEX state that the Crumbling Quote Indicator is active during trading hours but “on” less than 1% of the day, yet 24% of trades occur when it is on and much of that trading is done by just a few firms.
Crumbling Quote Indicator ►Crumbling Quote Indicator◄ AKA “IEX Signal” or “CQI” are IEX’s term for an indictor which activates for 2ms whenever it detects predatory action. This can then be used to automatically restrict D-Peg and P-Peg orders on their market.
Currency Peg ►Currency Peg◄ or pegging is when a government has a policy of fixing the exchange rate of their currency to that of another country, or sometimes to the gold price. AKA Fixed Exchange Rate. Infamous current peg, Saudi Riyal to USD$
Curve Fitting ►Curve Fitting◄ Process of repeatedly & artificially improving a backtest model to match the backtest data. When run on new data it inevitably fails.
CUSIP ►CUSIP◄ Committee on Uniform Security Identification Procedure. An inter-industry security coding service that provides each security with a unique identifier called a CUSIP. For example, each stock has a unique CUSIP number.
Cyclical Stocks ►Cyclical Stocks◄ follow cycles of an economy through expansion, peak, recession, and recovery. Normally companies that sell discretionary items which consumers can only afford to buy more of in a booming economy.
Daily VWAP ►Daily VWAP◄ The Volume Weighted Average Price for a given day. The VWAP = the number of shares bought times the share price and dividing by total shares.
Dark Pools ►Dark Pools◄ Showing your hand, when you have a large number of shares to buy or sell will negatively affect your price. Dark Pools resolve this by allowing trades to execute without the other party seeing how many shares are offered.
Data Accuracy ►Data Accuracy◄ Not all backtest data is created equal. Even with the same starting point, how a system represents its data & its interactions can make the difference between useful and useless data. ie Splits, Dividends, Symbol Lists.
Data Preparation ►Data Preparation◄ Cleaning of the data, analysis of missing or incomplete records, noise, poorly formatted data. One bad data point or format may skew a Machine Learning model. Overlaps with Feature Engineering.
Data Profiling ►Data Profiling◄ is the initial inspection of raw data for Machine Learning. Examination to ensure it is complete, accurate and timely. Can often require ingesting and merging from multiple sources.
Data Scientist ►Data Scientist◄ is employed to ingest, analyze and interpret data to assist a business in its decision-making. This role is so important it is now being split into multiple individual roles.
Data Summary ►Data Summary◄ Normally in the form of a Histogram, Count of Occurrence or Frequent Values Chart. Gives you an overview of the data contained in each feature. Ie Titanic Sex : 453 male, 259 female.
Data Wrangling ►Data Wrangling◄ AKA data munging. The process of translating data from one form to a useful layout so the quantitative analysts can actually utilize it. In Quantitative trading this includes symbology mapping.
DAX ►DAX◄ is Germany’s blue-chip index, the most cyclical of the major western indices, with almost 80% of it comprised of economically sensitive industries.
Day Trading ►Day Trading◄ The process of buying and selling in the same day. As a trader you have a good grasp of whether or not you are making a profit. AKA Active Trading and Intra-day Trading.
Dead Cat Bounce ►Dead Cat Bounce◄ A short-lived recovery of a falling security. The bounce occurs when investors close out a short or buy assuming it has bottomed out. A dead cat bounce can only occur if a stock has gone below the previous low.
Debt Ratio ►Debt Ratio◄ A proportion that measures the degree of a business’ leverage by displaying the ratio of a company’s assets that are financed by debt.
Defensive Stocks ►Defensive stocks◄ are based on underlying assets thus tend to be less prone to economic / credit cycles than others. They’re generally invested in when traders see an economic slowdown approaching and want to hedge their portfolios.
Defensive Stocks ►Defensive Stocks◄ are stocks with strong underlying assets which tend to be less prone to economic and credit cycles than others. Utilized when traders see an economic slowdown approaching and want to hedge.
Delivery Date ►Delivery Date◄ The date on which the Futures contract completes and you take delivery of the underlying commodity. In the case of Oil there was no storage, nowhere to put the oil so speculators had to dump.
Delta ►Delta◄ (the Greek letter Δ)  A ratio of the change in a security’s option price to the underlying security price.
Derivative ►Derivative◄ anything derived from one or more underlying assets. All options and futures are derived from the underlying stocks. SPY is derived from its underlying stocks. You can have derivatives of derivatives, on and on!
Developed Markets ►Developed Markets◄ are non-US high income markets with openness to foreign ownership, ease of capital movement & efficient trading markets. They may be regions or specific industries ie GOLD, OIL. ETFs see GDX, OIH, EFA, VEA, IEFA
Divergence ►Divergence◄ When an Indicator suggests strong movement in a particular direction but the price is moving in the opposite direction.
Divergence ►Divergence◄ When a price diverges from a trend or an oscillator.
Diversification ►Diversification◄ is a risk mitigating investment style. The theory is that, by being invested in a wide variety of stocks and investments, a downturn of one investment will be counterbalanced by an upturn in another.
Dividend ►Dividend◄ A distribution of the company’s earnings as set by the board of directors. Not all stocks distribute dividends.
Dogs of the Dow ►Dogs of the Dow◄ Fans of this theory say that bargains can be spotted by looking for high dividend yields – the annual dividend as a proportion of the current share price.
Dollar Cost Averaging (DCA) ►Dollar Cost Averaging (DCA)◄ is said to reduce volatility by dividing the total amount to be invested across periodic purchases of the asset. Normally used in longer term trading.
Dollar Neutral ►Dollar Neutral◄ strategies invests the same amount of money short & long without taking into account the risk (volatility) of either side. Should end up positively or negatively correlated with the market, depending on the volatility.
Double Witching ►Double Witching◄ is when any two of the different classes of stock options, index options, stock index futures or single stock futures expire on the same day.
Dow Jones ►Dow Jones◄ In 1884, Charles Dow composed his first stock average, which contained nine railroads and two industrial companies. The modern DJ Industrial Average is and index of 30 large publicly owned US companies.
Dow Theory ►Dow Theory◄ Charles H Dow 1851-1902 believed the market was a barometer of the economy through which one could infer market direction. Bull Market = Dow Transport or Industrial Average makes a high followed in short term by the other.
DryShips DRYS ►DryShips DRYS◄ Look at a long term chart of DRYS and you will see a firm that went from buying ships with debt to buying ships by diluting stock. The share price crashed 99% in one year.
Earnings ►Earnings◄ When traders say “it’s Earnings” they mean we are in the middle of the earnings period, when most companies issue their Earnings Reports. This is a time of increased Volume and increased Volatility. GREAT!
Earnings Per Share ►Earnings Per Share (EPS)◄  This is the amount of the earnings from the company allocated to every share of stock in the company. This is a major fundamental data item to gauge the health of a company.
Earnings Period ►Earnings Period◄ All stocks publish earnings yearly/quarterly. Starts around the 10 Jan & runs around 2 months. Pattern repeats quarterly. Peaks on Thursdays, often the 3rd Thursday of earnings season is the largest.
Earnings Report ►Earnings Report E/R◄ A corporate financial statement that reports and nets out all earnings and expenses to a profit and loss. Also called the Profit and Loss (P&L) statement. Quarterly/Yearly.
EBITDA ►EBITDA◄ Earnings Before Interest, Tax, Depreciation and Amortization. Traders/Investors use this to measure a company’s operating performance while ignoring any decisions about financing, taxes, or accounting decisions.
EBITDA ►EBITDA◄ Earnings Before Interest, Tax, Depreciation and Amortisation represents operating profit before removing financing decisions, accounting decisions or tax environments. Some of which are subjective.
Edge per Share ►Edge Per Share EPS◄A simple measure of a models efficiency. Average $ & c made per share traded. If you made $20 from 200 shares,  EPS = 10c.
Efficient Markets Hypothesis (EMH) ►Efficient Markets Hypothesis (EMH)◄ posits : Share prices reflect all information. Stocks trade at their fair market value on exchanges. Therefor Impossible to beat the market, investors should invest in low-cost, passive portfolios.
Eliminating Trading Commissions ►Eliminating Trading Commissions◄ Many retail brokers have done this. Interactive Brokers were first in Sept 2019, Charles Schwab followed in Oct, E*Trade and Fidelity were close behind and Vanguard were the most recent in Jan 2020.
EMA – Exponential Moving Average ►EMA (Exponential Moving Average)◄  Sometimes a moving average can be affected by one value in the range. A significant change on 1 day can change the moving avg. An Exponential Moving Average adds more weight to the more recent values.
Emerging Markets ►Emerging Markets◄ Countries which are developed but still have a great deal of positive potential. Whilst a number of their top companies are US listed the easiest way to trade these countries is via an ETF like EEM.
Emerging Markets ►Emerging Markets◄ are rapidly developing nations which are growing and becoming more engaged with the wider global market. The largest are the BRIC nations Brazil, Russia, India, China. See these ETFs : EEM IEMG VWO
Emerging Markets ►Emerging Markets◄ Countries which are developed but have a great deal of positive potential. Whilst a number of their top companies are US listed the easiest way to trade these countries is via an ETF.
EMH opponents ►EMH opponents◄ state that market crashes indicate prices do deviate from fair value & don’t always reflect all information. Whilst some investors beat the market, fewer than 25% of managers consistently outperform passive investment.
Equally Weighted ►Equally Weighted◄ You have a backtest of SP500 symbols with equal capital per symbol. Comparing the results with SPY may not be appropriate. Alternatively you could use RSP, an equally weighted SP500 ETF.
Equities ►Equities◄ Stocks representing ownership interest in a company/ETF/ETN. US Equities are stocks listed on US exchanges (NYSE, NASDAQ, AMEX, ARCA), currently just under 9000 different companies.
ESG ►ESG◄ Environmental Social Governance. Stock classification to  help investors focus on the impact of their investments by supporting ESG causes with their investments.
ESG Stocks ►ESG Stocks◄ ESG doesn’t necessarily mean solar & electric cars! According to RBC Capital Markets the top stocks in ESG portfolios for 2019 were MSFT, GOOGL, V, AAPL, CSCO, ECL, XYL, MA, ADBE, MRK. Just not Oil and Gas!
ETF ►ETF◄ Exchange Traded Fund.  An ETF is an exchange-traded security that tracks a pre-determined index, commodity, bond, or a basket of assets similar to a mutual fund. Unlike mutual funds the ETFs trade as if they are common stock on a stock exchange
ETP ►Exchange-traded products (ETP)◄  trade on the stock markets as if they are stocks. ETPs derive their value from other investment instruments (commodities, interest rates, currencies) or are benchmarked to stocks, commodities or indices.
Event Driven ►Event Driven◄ A style of manual or algo trading that is driven by sudden events in the market that may have a limited impact. These can be sudden changes in volume or price, news events, virus outbreaks, presidential tweets etc
Every Time A Bell Rings ►Every Time A Bell Rings◄ An Angel Gets His Wings, so says the fabulous Christmas film “It’s a Wonderful Life”. By my reckoning, the NYSE opening/closing bells which started in 1985 have given out over 17000 pairs of wings!
Ex-Date ►Ex-Date or Ex-Dividend date◄ date on or after which a security is traded less the previously declared dividend or distribution.
Exchange ►Exchange◄ An open organized market for Stocks, Commodities, Securities, Derivatives, Futures, Bonds and other financial instruments. Terms Exchange and Market can be used interchangeably.
Exchange Traded Notes (ETN) ►Exchange Traded Notes (ETN)◄ Traded on market as if they are stocks. ETNs, like ETFs and ETPs, derive their value from other investment instruments.
Execution Management System (EMS) ►Execution Management System (EMS)◄ An computer program used to send orders into the markets, and to monitor the state of those orders. These often communicate through brokers Order Management Systems.
Execution Report ►Execution Report◄ A FIX Protocol transaction that represents a change in order state. This originally contained fill information but now contains all order state changes (pending new, fill, cancelled, rejected, …)
Exhaust Data ►Exhaust Data◄ Some business’ waste data can be very useful to other parties. Ie AAPL topped giving sales figures for iPhones or other items but Walmart and Best Buy have historical data for those sales. Extremely useful to traders.
Extreme Short Squeeze ►Extreme Short Squeeze◄ Stock moves hard up against a symbol with a high Short Interest Ratio. Shorters have to cover, Brokers auto cover for traders who hit their max loss. Can result in massive moves in a stock’s price.
FAANG or FANG or FAANGG ►FAANG or FANG or FAANGG◄ or any combination thereof. The major tech movers responsible for most of the market moves of the last few years.. FB AAPL AMZN NFLX GOOG GOOGL
Factor ►Factor◄ one of the elements or variables contributing to a particular result or situation. Example factors in trading: ATR, ADV, bid-ask spread, momentum.
Fama and French ►Fama and French◄ a capital asset pricing model (CAPM).  This model includes the value stocks and small-cap stocks which often outperform the general market. Considered to be a better CAPM.
Fast Market ►Fast Market◄  A fast market is a market that trades at a heavy volume and becomes chaotic with rapid-changing prices. We also use this term to also indicate that we have a lot of work on our plate and are rather busy.
Feature Engineering ►Feature Engineering◄ is any expansion of the original data, by fixing, combining or normalizing it utilizing knowledge of the data. It is the most challenging and valuable technique in data science/Machine Learning.
Feature Engineering ►Feature Engineering◄”Feature engineering is the art part of data science.” – Sergey Yurgenson. “Coming up with features is difficult, time-consuming, and requires expert knowledge.” – Andrew Ng
Feature Selection ►Feature Selection◄ is the process focusing the data to reduce Machine Learning processing time and improve accuracy by removing irrelevant or redundant data (ie the Names in Titanic) without affecting accuracy.
Features ►Features◄ These are the data that you give to an Machine Learning routine. For example, in the famous Titanic data, Features would be sex, age, price paid, Ticket Class, Name, Deck and if they survived or not.
Fed ►FED◄ The Federal Reserve system (The Fed). This is the central banking system in the USA. It was officially created as a public-private institution in 1913 to stabilize banks. The origins of central banking began with Alexander Hamilton.
Fed Balance Sheet ►Fed Balance Sheet◄ Anything, for which the Fed has to pay money, ends up on the Fed Balance Sheet as an asset. So if the Fed is buying junk scraps by paying money, that would become its asset. Published Thursdays as the H 4.1 report.
Fed Put ►Fed Put◄ is the widespread belief that the US Federal Reserve “the Fed” can always rescue the economy by decreasing interest rates and thus stimulating the Markets.
Fed Put or Greenspan Put ►Fed Put or Greenspan Put◄ widespread belief that the FED can and will defend the economy by decreasing rates. But when rates are already close to zero the Fed will backstop the economy by placing a large Put to prop up the market.
Fed’s statutory dual mandate ►Fed’s statutory dual mandate◄ of maximum employment and price stability, means ensuring market stability is a de facto 3rd mandate. As QE runs right through financial markets its purpose becomes to  increase the value of asset prices.
Federal Reserve System ►Federal Reserve System◄ US central bank, formed Dec 23, 1913 to provide the nation with a safe, flexible, & stable monetary & financial system after a series of financial panics. Independent but subject to Congressional Oversight.
Fill AND Kill – FAK ►Fill AND Kill – FAK◄ A FAK order type instructs the market or broker to fill or partially fill the order at the specified limit price and then cancel any remaining quantity.
Fill OR Kill – FOK ►Fill OR Kill-FOK◄ A FOK order type instructs the market or broker to cancel the order if and only if it is not immediately filled for the total order quantity at the specified limit price.
Fill Price ►Fill Price◄  or Fill PX: The price at which your order was executed in the market.
Fiscal Year ►Fiscal Year◄ The year period that a company uses for accounting purposes and preparing financial statements and corporate taxes. This is not the same as the calendar year.
Flash Boys ►Flash Boys◄ A very entertaining and light overview of the high speed manipulation of the US stock market by organizations who came to be known as HFT’s or High Frequency Traders. Pop it (or the audiobook) on your gift list.
Float Shares ►Float Shares◄ The portion of shares in a symbol that are in the market and not held by insiders.
Floored ►Floored◄ a 2009 documentary film about the people and business’ of the Chicago trading floors. Follows Chicago floor traders dealing in Futures and Options for whom the electronic trading revolution is a threat to their livelihood.
FOK ►FOK◄ Fill or Kill. An order qualifying instruction that tells the broker to execute the entire quantity immediately. If it isn’t filled, then the order is canceled (killed).
FOMC ►FOMC◄ The Federal Open Market Committee manages the open market operations within the U.S. including making crucial choices regarding interest rates and the expansion of the nation’s money supply.
Forecast ►Forecast◄ A prediction tool designed to anticipate financial results for a company for a future set amount of time.
Forex ►Forex◄ Short for Foreign Exchange, it simply describes trading currencies. Say you have $20k, you exchange those for the current equivalent of UK Pounds in the hope that the Pound will rise, then you can buy back more dollars.
Free Riding ►Free Riding◄Illegal practice of buying a stock then selling it without having the actual cash on hand. Settlement for stocks and ETFs is transaction + 3 (T+3) so selling before paying for the purchase is possible, but illegal.
Frontier Markets ►Frontier Markets◄ are less advanced markets in the developing world that have not yet reached Emerging Market status. They are considered more risky than emerging markets but also carry a larger growth potential. ETFs see FM, JPMB, FRN
FTSE ►FTSE◄ Financial Times Stock Exchange is the London Stock Exchange. The FTSE 100 is an index of the ‘blue-chip’ stocks with the highest market capitalization. Its makeup means it is more of a global index than a snapshot of UK plc.
Fundamental Data ►Fundamental Data◄ aka the Fundamentals. Quantitative information about a security. This information comes from the reports to the governing body. This is easily thought of as quarterly balance sheet and profit/loss reporting.
Fundamental vs Technical Analysis ►Fundamental vs Technical Analysis◄ Two opposing methods used for researching & forecasting price trends. Fundamentals = Assets, Earnings, Expenses etc, Technical =  price, volume & their derivatives over time (charts)
Gap Up/Down ►Gap Up/Down◄When a stock opens Above or Below its previous close. Normally only of interest if there is a significant Gap. For stats it is Open-Previous_Close.
GDP ►GDP◄ Gross domestic product is a measure of the total market value of all the final products/services a country yields within its borders in a certain time frame.
GDP – Gross Domestic Product ►GDP – Gross Domestic Product◄ is the sum of the market values, or prices, of all final goods and services produced in an economy during a period of time. Effectively the value of economic activity within a country.
GDP Per Capita ►GDP Per Capita◄ The GDP of USA in 2017 was $19.39T, population was around 320m, GDP per capita was $59531.66. Considered the best measurement of standard of living, how prosperous a country feels to its citizens.
GreenWashing ►GreenWashing◄is any form of false impression or misleading information designed to suggest that products or services are environmentally friendly when they are not. Common example is the BP green flower logo.
H.4.1 report ►H.4.1 report◄ Fed report of all assets on hand each Thursday. During the financial crisis it include all kinds of toxic assets. Aug 2007 $858b, End 2009 $2.24T, This Week $4.14T ($2.5T Treasuries, $1.7T Mortgages , $124b Securities)
Happy Christmas ►Happy Christmas◄ Whatever your form of celebration, for those of us in the Northern Hemisphere, we have made past the halfway point of winter, we are on our way to spring. Eat, Drink and be Merry.
Head and Shoulders ►Head & Shoulders◄ Chart pattern – support line, 3 peaks above, 1st low return to support, 2nd high & return, 3rd low & return which has vol & then the price breaks support = switch from bullish to bearish.
Hedge ►Hedge◄ An investment to reduce the risk of a position. i.e. Taking an offsetting position in a related security or trading in an option contract to prevent excessive loss.
Hedge Fund ►Hedge Fund◄ Aggressively managed portfolios for small groups of wealthy clients. Fallen out of favor in recent years as they and Mutual Funds have struggled to match passive investing (investment in individual ETFs).
Hedge Funds vs Mutual Funds ►Hedge Funds vs Mutual Funds◄ The Management fees for mutual funds depend on the percentage of assets managed. For hedge funds, the fees are based on the performance of the assets.
Held at the Opening ►Held at the Opening◄ When the exchange restricts (halts) trading in a security.
Heuristic Algorithm ►Heuristic Algorithm◄ is designed to solve a problem in a faster and more efficient fashion than traditional methods by sacrificing optimality, accuracy, precision, or completeness for speed. AKA a rule of thumb!
HFT or High Frequency Traders ►HFT or High Frequency Traders◄ are traders running algorithms which can see other peoples trades entering the market and race ahead of the trade buying and selling, in order to make a penny or two in the process.
High Turnover ►High Turnover◄  Repeatedly trading increases trading costs, requires “more correct trading decisions” and often fails to outperform “Buy and Hold”.
Historical Volatility (HV) ►Historical Volatility HV◄ A non volatile security is one which moves in a predicable steady manner. HV measures the average deviation from the average price in the given period. Hence a strong steady move can still be low volatility.
HNWI ►HNWI◄ A High Net Worth Individual, typically a person holding liquid assets worth over $1m USD.
Home Sales ►Home Sales◄ New single-family homes sold & for sale available from . Pending Home Sales are available monthly from National Association of Realtors .
HQLA High Quality Liquid Assets ►HQLA High Quality Liquid Assets◄ which can be rapidly sold, must be held by banks to cover 30 days of typical cash outflows. Include cash, central bank reserves, securities, government securities, bonds, debts and others.
HTB (Hard To Borrow) ►Hard to Borrow◄To short (sell) a stock you don’t own, you must 1st borrow those shares. If a stock is heavily shorted these can be Hard to Borrow.
Ichimoku Cloud ►Ichimoku Cloud◄ is a technical indicator chart, it displays support, resistance, momentum, trend direction & trading signals all ‘in one glance’ (Ichimoku Kinko Hyo). It calculates 5 data points from 9, 26 & 52 period high,low,close.
Implied Volatility (IV) ►Implied Volatility IV or σ (sigma)◄ is a market forecast/proxy (estimate) of likely future change in price. Supply and Demand are the major drivers, thus IV is high in Bearish and low in Bullish markets. Used in the pricing of options.
Impractical Fills ►Impractical Fills◄ Most new user algos have this issue. Heavy mid market hours trading or taking excessive size at the open/close and assuming no price effect is foolhardy.  Carefully research the practicality of your trades.
In Sample ►In Sample◄ This is the data on which you develop or train your algo, anyone can make a profitable backtest by hook or by crook. The skill comes in creating a backtest that works in a Live scenario. See also Training and Validation
Index ►Index◄ Derived value of a Market. Can be a Whole/Part/Industry/Country etc. Can be traded via ETFs which replicate the Index. ie SPY QQQ
Index Fund ►Index Fund◄ is a form of passive investing, it is a fund which directly tracks an Index. The only benefits are you can invest a set $ value and/or re-invest your dividends without having to consider the $ price of the share.
Index Rebalancing ►Index Rebalancing◄ Every Market Cap Weighted Index (ie S&P500) has a scheduled frequency where it rebalances based on current prices and shares available. For the S&P500 this is quarterly. This is often a trading opportunity.
Industry / Sector ►Industry/Sector◄  Symbols are grouped with similar companies (generally 11-13 sectors and 100+ Industries) E.g. Google would be in the Technology Sector and Goog is in the Internet Content & Information Industry.
Infinity Squeeze ►Infinity Squeeze◄ aka the Volkswagen Squeeze. As they appeared headed toward bankruptcy shorters moved in en masse until no shares were available to cover even small rises. Panic set in and the price began to rocket. See Short Squeeze.
Insiders ►Insider◄ A director, senior officer, or any person or entity that owns more than 10% of a company’s stock. These are people who have inside or privileged knowledge that other investors do not and are able to benefit from insider trading.
Institutional Investor ►Institutional Investor◄ trades large vol on behalf of its members & receives preferential treatment/regulation/lower costs. Endowment/ Mutual/ Hedge/ Pension funds, commercial banks, insurance companies.
Institutional Investors ►Institutional Investor◄ Any person or organization trading securities in quantities large enough to qualify for preferential treatment that isn’t already a bank.
IOT (Internet of Things) ►IOT (Internet of Things)◄ the concept  referring to the vast network of devices (“things”) that perform a function for users and are capable of collecting and sharing electronic data. See big data.
IPO ►IPO Initial Public Offering◄ When a company is taken from Private ownership to public ownership and a proportion of its shares are listed on a stock exchange for open trading.
Japanese Candlesticks ►Japanese Candlesticks◄are a method of displaying Open High Low Close values over a period of time. They look like green and red candles often with wicks protruding from each end.
Jobs Report ►Jobs Report◄ Broad account of the different factors that measure the overall state of employment in the U.S. See non-farm payrolls.
JupyterLab ►JupyterLab◄ Popular software that data scientists use to analyze data most commonly using Python programming language. Previous versions were called Jupyter Notebooks.
Lagging Indicator ►Lagging Indicator◄Attempts to predict future price from recent price action. Indicates trend & direction. +more reliable, -later signal.
Large, Medium and Small Cap ►Large, Medium and Small Cap◄ Based on Market Capitalization : Small cap = $250 million-$2 billion, Mid cap = $2-$10 billion, Large cap = $10 to -$100 billion. Used to represent Large Established vs Small companies.
Latency Arbitrage ►Latency Arbitrage◄ is a high-frequency trading strategy used to front run trading orders. HFTs utilize their access and rapid data connections to outrun the NBBO update between exchanges, and thus hoover up likely profitable trades.
Leading Indicator ►Leading Indicator◄Attempts to predict future price from “new” events ie News, RSI, TicVol. +early signal, -less reliable, -many false positives.
Level 1 Market Data ►Level 1 Market Data◄ The best bid and best offer (including quantities) for a given security at the given point in time. This is also called the top of book.
Level 2 Market Data ►Level 2 Market Data◄ The summary of each price level of the order book. This shows the best bid/ask prices and quantities for each price level of the order book. The price levels show the total quantity (not each order.)
Leverage ►Leverage◄ Using borrowed capital to trade in order to increase the (potential) return of an investment.
Leveraged Buyout ►Leveraged Buyout◄ The purchase of a controlling share in a company by its management, using outside capital. This increases demand for the stock and usually causes the price to rise.
LIBOR ►LIBOR◄ London Inter-Bank Offered Rate. Basic rate of interest for Inter Bank loans on the London Market. Used as a base for most interest rates.
LIBOR ►LIBOR◄London Inter-bank Offered Rate an average interest-rate from estimates submitted by leading banks in London! Trillions of dollars of loan and derivatives contracts are tied to the LIBOR.
Limit Order ►Limit Order◄  or Limit Price: The maximum or minimum price you are willing to pay or accept on your order.
Liquidity ►Liquidity◄ How easy it is to buy/sell a stock in the market without affecting the stock price. Think of this of how many and how frequent there are bids & offers in the market.
Liquidity Coverage Ratio (LCR) ►Liquidity Coverage Ratio (LCR)◄ Banks HQLA / Expected 30 day net cash outflow. Gives an indication of the health of a bank.
Liquidity Facility ►Liquidity Facility◄ A legal agreement to extend funds to a party at a later date; for the purpose of refinancing the party’s debt if they’re unexpectedly unable to obtain their originally anticipated funding.
Liquidity Trap ►Liquidity Trap◄ An increased monetary supply (thus lower interest rates) fails to stimulate the economy. At low Interest rates investors choose to stay in cash rather than bonds (which may have a negative real interest rate).
Long ►Long◄ Buying shares on the assumption that the price will rise putting you in profit.
Long Bottom Wick ►Long Bottom Wick◄ Candlestick chart.. Wick.. Get it? So a long bottom wick suggests that sellers drove price down significantly but there were not enough of them to keep the price at that low level.
Long or Short Biased ►Long or Short Biased◄believing the price of a stock will rise or fall over time.
Long Term Hold ►Long Term Hold◄  What happens when a short term trade doesn’t turn out the way you wanted it to but you are still convinced that you like the position.
Long Top Wick ►Long Top Wick◄ suggests that buyers drove price up significantly but there were not enough of them to keep the price at that high. Both long Top and Bottom wicks suggest potential for price change.
Long vs Short ►Long vs Short◄  Most people outside trading understand “buying” a stock. Few comprehend the idea of selling a stock you do not own, or “Shorting” a stock. There are different risks associated with Shorting vs going Long.
Long-Only ►Long-Only◄ A model which only takes long trades – Risky if the market suddenly takes a downturn. Hence it is suggested that this kind of model is hedged or turned into a long/short model.
Long-Short Dollar Neutral ►Long-Short Dollar neutral ◄ Belief A will go up, B will go down, place $10k either side, A goes up, B goes up = OK, A goes down B goes down = OK, A goes down B goes up = BAD. But if your prediction is correct you win Big Time.
Long/Short ►Long/Short◄ A model which takes long and short positions often aiming for an equal share of capital on each side.
Lost Decade ►Lost Decade◄ 2000-2010 where the SP500 index’s average annual return was 0.4%. Diversified portfolios did best during this time.
Low Beta ►Low Beta◄ Stock moves more than the market, beta is >1.0. Stock moves less than the market, beta is <1.0. High betas often riskier with potential high returns; low beta stocks less risky but lower returns. In theory.
LTCM ►LTCM◄Long Term Capital Management – Failed Hedge Fund initially successful they utilized REPO to generate significant leverage.. Lost $4.6b in 4 months in 1996.
MACD ►MACD◄ Moving Average Convergence Divergence signals the strength, direction, momentum & duration price trends. Cross Up=Bullish, Down=Bearish.
Main Street Business Lending Program (MSBLP) ►Main Street Business Lending Program (MSBLP)◄ In additional to the loans provided by the Small Business Association (SBA) this will lend to eligible small and medium sized businesses.
Margin ►Margin◄ The use of securities in a client account to borrow money against. This is the difference between the total value of the securities held and the amount on loan from the broker that is used to hold a position.
Margin Account ►Margin Account◄ Trades are normally cleared T+2 days but a Margin account allows a trader to make immediate re-use of that anticipated capital. Allowing traders to trade the same capital many times in the same day.
Margin Rate ►Margin Rate◄ Margin accounts often also provide short term loans often quoted as leverage (ie 4x leverage). There are no fees for trading with this Margin unless position is held overnight at which point a Margin Rate is applied.
Mark to Market (MTM) ►Mark to Market◄ a.k.a. MTM.  The current market value of the account. MTM = ∑ (#shares for each security * the current market price of the security)
Market Cap Weighted Index ►Market Cap Weighted Index◄ Many indices such as the S&P500 are Market Cap Weighted meaning a business with a higher Market Capitalization (shares available * price) makes up more of the index than a business with a lower Market Cap
Market Cap Weighting ►Market Cap Weighting◄ If you make an index of 10 symbols but 2 of them have Market Cap of $100m and the others average $1m it makes more sense for the larger firms to have more effect on the price of the index.
Market Capitalization Market Capitalization◄  Also called “market cap.” The value of a public traded company. Market Cap = total number of shares * share price.
Market Capitalization ►Market Capitalization (Cap)◄ Market Cap is the current market value of a company’s outstanding shares. Market Cap = Total shares outstanding * current market price of one share.
Market Cycles ►Market Cycles◄ A market cycle can range anywhere from minutes (day traders) to many years (real estate investors). Hard to pinpoint until afterwards. Driven by political, business, technology, yearly & tax cycles amongst many others.
Market Depth ►Market Depth◄ is all of the orders that are contained in the limit order book (Level 2) for a symbol at a given time. Specifically the ability of a symbol to accommodate large orders without moving the price.
Market Maker ►Market Maker◄ A person or company that provides liquidity on an exchange. MMs provide quotes both to buy and sell a security (hoping to make a profit on the bid-offer spread) to ensure that there is always bids and offers.
Market Phases ►Market Phases◄ Market Cycles demonstrate four distinct Phases : Accumulation, Markup, Distribution, Downtrend. Traders use fundamental and technical indicators and other data points to identify Market Phases (ADR, RSI, MA, MACD etc)
Market Phases : Accumulation ►Market Phases : Accumulation ◄ After a market has hit a bottom and traders start to buy again. Luxury goods outperform. Investors assume the worst is over.
Market Phases : Distribution ►Market Phases : Distribution◄ Market appears to be reaching a peak and sellers begin to dominate. The distribution phase has periods of strong selling, but never a sustained downtrend.
Market Phases : Downtrend ►Market Phases : Downtrend◄ Market moves lower over time through its fluctuations, normally marking a fundamentally deteriorating condition. Durable goods hold strong during downturns.
Market Phases : Markup ►Market Phases : Markup◄ A breakout of the accumulation period starts the markup cycle. Market has been stable but suddenly starts move higher. Momentum and Trend Investors make the majority of their profits during this phase.
Market Research ►Market Research◄ You are either doing research into trading ideas, algorithms, or are just surfing the internet hoping to find something entertaining to do.
Market Trend ►Market Trend◄ Indicates a stock is moving consistently up or down. Higher Highs and Higher Lows (UpTrend) or Lower Lows and Lower Highs (DownTrend). The time period is at the trader’s discretion.
Mars Bar Rate ►Mars Bar Rate◄ A UK court heard that manipulating Libor rates was so commonplace an offer of a Mars bar could get it changed. “Just give the cash desk a Mars bar and they’ll set wherever you want.”
Max Drawdown ►Max Drawdown◄Maximum loss from Peak to Trough of a backtest (or portfolio). It gives an idea of the maximum potential downside risk of a model.
Maximum Fill Size ►Maximum Fill Size◄ Understanding the maximum practical fill size for every trade is essential. Most backtesters will allow you to fill whatever size you want. YOU must carefully set the parameters for the maximum practical fill size.
MBS and CMBS ►MBS and CMBS◄ Mortgage Backed Securities and Commercial Mortgage Backed Securities. MBS is basically Home Mortgages collateralized into an investment package, CMBS is the same for Commercial Real Estate.
Mean Reversion ►Mean Reversion◄ A Mean Reversion is the tendency for any price to return towards its moving average price after a period above or below it. Often used as a trading signal, though backtesting suggests not a particularly good one!
Mergers and Acquisitions M&A ►Mergers and Acquisitions M&A◄ Company ownership is transferred or consolidated. M&A’s generally create trading opportunities but these are often very high risk as details can be unreliable, as can price direction.
MFO ►MFO◄ Multi Family Office – An Office or Offices who work with more than one family, often sharing talent and decisions. Investment decisions are normally heavily influenced by third party asset managers.
MOC Market on Close ►MOC Market on Close◄ Order type before the close that will be filled at the Close price on completion of the Closing Auction. Used by most funds etc as no-one can argue “you could have achieved a better price!”
Modern Portfolio Theory MPT ►Modern Portfolio Theory MPT◄ by H Markowitz (Nobel), math framework for assembling a portfolio of assets for max return at given risk. Risk is a func of the variance & correlation of all assets against each other.
Money Market Mutual Fund Liquidity Facility (MMLF) ►Money Market Mutual Fund Liquidity Facility (MMLF)◄ lends money to financial institutions to buy assets from money market funds to help them meet demands for redemptions by households and other investors.
MOO Market on Open ►MOO Market on Open◄ Order type, before the open that will be filled at the Open price on completion of the Opening Auction. Used by most funds etc as no-one can argue “you could have achieved a better price!”
Moving Average ►A moving average◄  is simply an Average of the most recent a set period of time (market data bars.) It can be an average of the Price, the Volume,… The “moving” is simply recalculating the value with each new data point.
Multi-Factor Strategy ►Multi-Factor Strategy◄ A trading algo that employs multiple factors (variable contributing to results or situation) in its calculations to determine enter or exit a position.
Naked Short ►Naked Short◄  In order to short a stock one first has to borrow the stock from a 3rd party at a small cost. Selling a stock without borrowing it first is called a Naked Short and is illegal.
NBBO ►NBBO◄ National Best Bid and Best Offer represents a SEC rule necessitating brokers to trade at the lowest ask price and the highest bid price when buying and selling stocks for customers.
Negative Prices ►Negative Prices◄ It is difficult for people to conceive of a product having a negative price but if the product is perishable/toxic/requires storage & none is available you WILL pay to get it off your hands.
Net Profit ►Net Profit◄ The actual profit after all expenses have been removed. Net profit = Gross Profit – Expenses. For traders, the Expenses are usually calculated as commissions + other market fees.
New Year Bump ►New Year Bump◄ Historically, the stock market’s weekly trend is up 56 percent of the time. But for the first week of the year, that number rises to almost 60 percent. This is not trading advice.
News ►News◄ Traders consume TV, private and public News channels. Often delivered directly by content providers such as AP and Dow Jones. Use CloudQuant to test your models using these News events as triggers/inputs.
News Sentiment ►News Sentiment◄ is the score/grade of how news sources portray a stock as determined by natural language processing (NLP) of media news sources. News sentiment is used to predict price movement or company health.
News Sentiment ►News Sentiment◄ Is the crowd’s collective attitude towards news or other information that creates a motivating force; can be positive or negative.
News Trading ►News Trading◄ Scanning news feeds for trading opportunities. One can use “bags of words” or Natural Language Processing NLP, a form of Machine Learning. AltData suppliers such as Ravenpack supply pre-processed news sentiment scores.
Non-Farms Payrolls ►Non-Farms Payrolls◄aka Non-farms or NFP are a monthly stat representing how many people are employed in the US (manufacturing, construction & goods). See the government website
Not a half day? ►Not a half day?◄ Who makes these decisions? Surely New Years Eve should be a half trading day!
NYSE Tick Index ►NYSE Tick Index◄ $TICK measures the number of Up ticks vs the number of Down ticks on NYSE traded stocks. See also $DVOL and $UVOL – the total VOL for all stocks that are UP all stocks that are DOWN. NASDAQ versions also exist.
Odd Lot ►Odd Lot◄ Symbols have a ‘board lot size’, normally 100 shares. Sometimes traders buy/sell less than the lot size or its multiple. So 5, 95, 145 shares are all Odd Lot Sizes. In the past, odd lots were discouraged.
OHLC ►OHLC◄  Open High Low Close. The typical set of recorded market data in a period of time (time bar) used to display a symbols performance over time.
One-sided Market ►One Sided Market◄ A market that has only potential sellers or buyers but not both. Can be catastrophic, both recent crashes were when the buyers “went away” and algos just kept one downing to get out of a position.
Opening Print or ‘O’ print ►Opening Print or ‘O’ print◄All prints have trade conditions, ‘O’ on the primary exchange means this is the Opening Price of the symbol for the day. Often huge size as it is the conclusion of the opening auction.
Options Trade ►Options Trade◄ Contract that gives a buyer an option not obligation to buy/sell an underlying stock on/before a specific date at a specific price.
OTC Markets ►OTC Markets◄ operates 3 markets outside the traditional NYSE AMEX NASDAQ ARCA exchanges. OTC securities are on 3 tiers, OTCQX : stringent requirements, OTCQB : venture market, OTC Pink : bankruptcy or distress.
Out of Sample ►Out of Sample◄ This should be data that your algo has never seen before, however many models accidentally observe future data due to programming errors or deliberate fakery. Live data is the only true “Out of Sample” data.
Overnight Leverage ►Overnight Leverage◄ Overnight Leverage is normally significantly lower than the Leverage offered on an account during the trading day. Typically around half.
Overt Buy Back ►Overt Buy Back◄ Companies/Insiders/Banks very conspicuously drive a share price higher looking to benefit from increased value (however temporary). Heavy publicity and optimistic posturing. High Volume, high price action.
P/E Ratio ►P/E Ratio◄ Price to Earnings Ratio is a proportion for valuing a company that measures its existing share price compared to its per-share earnings.
Pairs Trading ►Pairs Trading◄ A trading strategy where two securities with a high correlation are traded at the same time. The profit comes from the differences in the two securities. See Statistical Arbitrage.
Paper Gold ►Paper Gold◄ Paper Gold is different from Paper Oil. As well as trading physically, Gold trades as ETFs & other paper products. Some estimate the ratio of Paper Gold to actual physical Gold is as high as 250:1
Paper Oil ►Paper Oil◄ aka Oil Futures, traded by people who never have any intention of taking delivery, they are purely speculating on the future price of Oil. However Futures have a delivery date.
Passive Investing ►Passive Investing◄ As Hedge funds increased charges & underperformed the market, investors switched their capital to ETFs which do not have management charges and are auto-rebalanced to reflect their investments.
Pattern Day Trader Rule (PDT) ►Pattern Day Trader Rule (PDT)◄ An SEC rule which limits traders with less than $25k in their accounts to no more than four trades in an five day period.
Penny Stocks ►Penny Stocks◄ Opposite of Blue Chips, Low value < $1 per share, often only available OTC rather than the main NYSE NASDAQ AMEX ARCA markets. Smaller companies with low liquidity and market cap. Subject to scams.
Perfect Algo ►Perfect Algo◄ An unobtainable goal sought by every trader, demanded by every risk manager, and required of every algorithmic programmer.
POMO ►POMO◄ Abbreviation for Permanent Stock Market Riggery… sorry, for Permanent Open Market Operations or the Fed monetary policy to influence the economy by buying and selling Securities.
Portfolio ►Portfolio◄ Any group of investments, from one stock to an enormous mix of different securities is a Portfolio. Most traders group trades of a type into a portfolio to make it easier to increase/decrease their exposure to that group.
Preferred Stock ►Preferred Stock◄ stock that entitles the holder to a fixed dividend, whose payment takes priority over that of common-stock dividends.
Price Earnings Ratio (P/E) ►P/E Ratio◄ The price-to-earnings ratio is the ratio of the stock price per share to earnings per share (EPS). P/E Ratio is widely used as a method for determining if the stock is valued properly compared to peer industry or sector stocks.
Price Target ►Price Target◄ projected price as predicted by an analyst. By amalgamating analyst predictions one could attempt to determine over/under valued stocks.
Primary Market Corporate Credit Facility (PMCCF) ►Primary Market Corporate Credit Facility (PMCCF)◄ Buying Corporate Bonds from the Issuer, a special purpose vehicle (SPV) designed to maintain the flow of credit to large employers in the face of the COVID-19 coronavirus crisis
Pro Forma Financial Statement ►Pro Forma Financial Statement◄ A financial statement based upon assumptions and projections.
Prop Trading Firm ►Prop Trading Firm◄ Prop (Proprietary) Traders contract with a firm who supply capital for the trader. The trader uses this capital and receives an agreed percentage of any profits. They are not employees and do not receive benefits.
Pump and Dump ►Pump and Dump◄Fraud : Artificially inflating a stock price using misleading positive statements. Offender buys low, pumps and dumps high.◄
Quadruple Witching ►Quadruple Witching◄ aka Quad Witching is the third Friday of March, June, September and December when Single Stock Futures, Stock Option Contracts, Stock Index Option Contracts and Stock Index Futures all expire.
Quant ►Quant◄ short for Quantitative Analyst is a mythical creature, half mathematician, half trader. Capable or writing complex mathematic and statistical models and making profitable algorithms in all markets.
Quantitative Easing ►Quantitative Easing◄ Central Banks buy significant financial assets  from government/private sector/banks by creating more money & increasing the balance sheet. This money flood encourages banks to lend and thus increases spending.
Quantitative Everything ►Quantitative Everything◄ See Quantitative Easing, if QE is not used sparingly then it runs the risk of becoming Quantitative Everything, where the Fed guarantees to back all assets including Equities. When is a market not a market?
Rally ►Rally◄ Any quick increase in the price level of the market or a stock is known as a rally. For example, in a bear market, a rapid upward trend of around 10 percent would qualify as a rally. See Bull Market and Bear Market
Reading Candlesticks ►Reading Candlesticks◄ a much practiced skill for traders. Long wicks show price action as it differs from open/close prices. Multiple green candles each smaller than the previous suggest a potential rollover. Etc
REG NMS ►REG NMS◄  Regulation National Market System is a set of SEC rules to improve fairness in price execution, quote display speed/quality as well as increase access to market data.
Reg SHO ►Regulation SHO◄ Reg SHO governs short sale practices. Traders are required to locate and borrow stock prior to short selling.  Reg SHO set standards to prevent the naked short selling practices and maintain fair markets for all.
Relative Volume ►Relative Volume◄  compares a stock’s current volume traded to the normal traded volume. It is displayed as a ratio e.g. a 2.75 Relative Volume means that the stock is trading at  3 3/4 times its normal volume.
Repocolypse ►Repocolypse◄ Name given to an event where the Repo Rate surges higher than “Risk-Free” interest level (such as long term Treasuries). Most recently September 2019. Previously September 2008. Repos dry up, banks cannot borrow capital.
Repurchase Agreement (REPO) ►Repurchase Agreement (REPO)◄ Owner of gov securities sells to a bank for 1d/1w, buys them back at a slightly higher price, the difference is the interest (repo) rate. Used to raise short-term capital. $1T in US repos every day.
Resistance ►Resistance◄Upper price level where stock resists breaking through as sellers exceed buyers, ie not enough demand. Typically at round human prices 10c, 25c, $1. “Get out at $20”
REST API ►REST API◄ (Representational State Transfer) uses HTTP requests to access data/services on another machine using GET, PUT, POST and DELETE. Is a very efficient method for delivering data.
Retail Order Flow ►Retail Order Flow◄ Retail brokers analyze & sell their customers’ flow of orders. They also fill their internal orders from the flow whilst still charging their customers for the fill, as long as they meet the NBBO (paid to trade).
Retail Traders ►Retail Traders◄ Generally small traders, often trading from home and utilizing a broker such as TD Ameritrade, Fidelity, Charles Schwab etc Their access to advanced data / execution algos is limited.
Return on Equity (ROE) ►Return on Equity (ROE)◄ A measure of fiscal performance computed by dividing net income by shareholders equity; determines how effectively management is utilizing the business’ assets to turn profits.
Risk ►Risk◄ The possibility of monetary loss associated with investments.
Risk Arbitrage ►Risk Arbitrage◄ also known as merger arbitrage is an investment strategy that speculates on the successful completion of mergers and acquisitions.
Risk Tolerance ►Risk Tolerance◄ The amount of variability in an investment that one is willing to withstand. One should have a frank discussion with your spouse about your risk tolerance.
ROI – Return On Investment ►ROI – Return On Investment◄ You give them some expensive electronics and they give you socks. That is not a good return on investment. But sometimes it is just the thought that counts.
ROR ►ROR◄ Rate of Return. The net gain or loss of an investment as a percentage of the investment cost. ROR = 100 * ( (Ending value of position – Start value of investment) / Start value of investment)
RSI – Relative Strength Indicator ►RSI – Relative Strength Indicator◄  A momentum indicator used to indicate Overbought (>75%) or Oversold (<25%) securities. It is calculated by taking the avg gain of up periods and dividing by the average loss of down periods.
S&P ►S&P◄ Standard & Poors, a rating agency giving credit ratings on bonds, countries and other investments. It also produces Indices including S&P500, an index of 500 of the largest US listed companies.
Santa Claus Rally ►Santa Claus Rally◄ Stocks are often lifted in the last week of the year, just after Christmas and in the first days of the new year. Optimism, Tax Incentives and Bonus Re-investment may all drive this uptick. Not Trading Advice!
Scalability ►Scalability◄ You’ve created an algo that trades one symbol for a few hundred shares & shows great promise. This is ideal if you want to trade small size through a retail broker but to get funding your model must be Abundantly Scalable.
Scaling In / Scaling Out ►Scaling In / Scaling Out◄ is very similar to Dollar Cost Averaging with a much shorter time frame. Rather than exit or enter a position with a block trade, you scale in/out to disguise your trade and/or achieve a less volatile price.
Scalping ►Scalping◄ Used to be very common when the multiple US exchanges were not interconnected. Basically you see a product for two different prices in two markets, you buy in the cheaper and sell in the pricier. Not limited to trading!
SEC – US Securities and Exchange Commission ►SEC – US Securities and Exchange Commission◄Mission : protect investors, maintain fair, orderly, and efficient markets, sound market regulation and facilitate capital formation for economic growth.
SEC Form 10-K ►SEC Form 10-K◄Annual report to SEC, Gives a comprehensive summary of financial performance to inform investors of a company’s condition before they buy. It contains more detail than a company’s annual report.
SEC Form 10-Q ►SEC Form 10-Q◄Quarterly report to SEC. Gives unaudited financial statements and an overview of a company’s condition. Filing dates depend on the organization’s fiscal year, they must file 3 10-Q reports each year.
SEC Form 13-D ►SEC Form 13-D◄Schedule 13D must be submitted to SEC within 10 days by any person or group who acquires more than 5% of any class of publicly traded securities in a public company. AKA Beneficial Ownership Report.
Secondary Market Corporate Credit Facility (SMCCF) ►Secondary Market Corporate Credit Facility (SMCCF)◄ a Special Purpose Vehicle (SPV) buying Corporate Bonds and Bond ETFs in the secondary market (the stock market).
Secondary Offering ►Secondary Offering◄ any public offering after the Initial Public Offering (IPO) response to strong demand for a stock post IPO. Increases # of shares thus decreases the value of all shares, not something current investors appreciate.
Sector ETFs ►Sector ETFs◄ There are a number of Sector specific ETFs including: XLC Communication, XLY Cons Discretionary, XLP Cons Staples, XLE Energy, XLF Financial, XLV Health, XLI Industrial, XLB Material, XLRE Real Estate, XLK Tech, XLU Utils
Settlement Date ►Settlement Date◄ The day when the transaction is (or will be) completed. This is the day that the buyer is to pay the seller and deliver the security.
SFO ►SFO ◄ Single Family Office – An Investment Office which works very closely with and dedicated to the management of the wealth, investments and property of a single family.
Share Buy Back ►Share Buy Back◄ is when a firm uses its liquid assets to buy back shares it sold during its IPO. Thus reducing the floating number of shares available & increasing the value of the o/s shares. This benefits shareholders and the board.
Sharpe Ratio ►Sharpe Ratio◄  is the performance of an investment by adjusting for risk. S (x) = (rx – Rf) / StdDev (x) X is the investment rx is the avg return rate of X Rf is the best rate of return of a risk-free security (T-bills)
Shipping Equities ►Shipping Equities◄ If you wish to trade shipping equities or just use them as a barometer of the health of trade then try some of the following : DRYS, TOPS, CMRE, DSX, EGLE, FRO, GLOG, NAT, SSW, SBLK, TK (TGP, TOO, TNK)
Short Interest Ratio ►Short Interest Ratio◄ % of available float shares that are on loan for the purpose of shorting a symbol. So if a stock has 100m float shares and 10m are loaned out for short then the Ratio is 10%. High ratio = risk of Short Squeeze.
Short Interest Ratio Frequency ►Short Interest Frequency ◄FINRA members report total short interest positions twice a month. Disseminated around the 10th and the 25th. See AAPLs recent short interest
Short Sale ►Short Sale◄ The selling of a stock that one doesn’t own in the hopes that the price will drop. One must borrow the stock prior to selling it through a stock loan process. Borrowing stock does have additional fees.
Short Sale Restriction ►Short Sale Restriction◄ AKA “The alternative uptick rule” prevents short sales driving a stock into the ground . Stock drops more than 10 percent from Previous Close and you cannot short unless it has just upticked.
Short Squeeze ►Short Squeeze ◄Trader shorts stock anticipating a drop. Instead, it rises. Exceed their Margin and are forced to buy back at the high price to cover.
Short Volume ►Short Volume◄A daily measure of what percentage of the volume on each trading day is short. See
Simulation ►Simulation◄An approximation of likely fill prices for an order placed on any historic date based on the trades that happened at the time.
Slippage ►Slippage◄  The difference between the price you thought you would trade at, and the price you actually received from the market.
Social Sentiment ►Social Sentiment◄ is the score/grade of how well people think of a stock. It comes from natural language processing (NLP) of social media to analyze companies, products or, brands. Used to predict changes in stock prices.
Social Sentiment ►Social Sentiment◄ A way to measure the crowd’s collective attitude towards companies being mentioned in social media and similar online references; can be positive or negative.
SOMA ►SOMA◄ NY Fed account holding assets as a store of liquidity to be used during liquidity emergencies. Includes foreign and Domestic securities.
SOR – Smart order router ►SOR – Smart order router◄ An automated online trading process that follows a set of rules to achieve the best execution by sending each order to the best market.
SOR – Smart Order Routing ►SOR – Smart Order Routing◄ is the automated process of placing orders algorithmically to achieve the best possible price using a range of venues and execution methods.
Special Purpose Vehicle (SPV) ►Special Purpose Vehicle (SPV)◄ In order to legally operate these programs the FED finances each SPV and the Treasury makes an equity investment taking the “first loss’ position. Ie the taxpayer is on the hook.
Specialist ►Specialist◄ A member of SEC-regulated exchanges who must make a market in specific securities. Sometimes called two-dollar brokers.
Spike ►Spike◄  When a price suddenly moves away from its normal trend. Can be caused by news, rumors, competition, mergers and acquisitions. Identifying the cause allows you to take advantage of the move. A spike is often followed by a reversal
Spread as an indicator ►Spread as an indicator◄ Most of the data we use is born from two things, a trade or a quote. Spread comes from the quote, thus it  precedes a trade! Spread as a percentage of price is a key indicator of market action and volatility.
Spread Pt1 ►Spread Pt1◄ Bid-Ask. For liquid stocks often <=0.01. For stocks Rising/Falling/Illiquid it can be HUGE and can wipe out your profit.
Spread Pt2 ►Spread Pt2◄ Airport Currency Kiosk: $1.00 / €1.10. They sell €110 for $101. They buy €110 for $99. The SPREAD is their PROFIT for MAKING THE MARKET.
SPY ►SPY◄ an ETF designed to track the symbols in Standard and Poors 500 top stocks index. It is the most traded symbol in Dollars and Volume on the US Equities markets. It is often used as a hedge.
SPY ►SPY◄ Is the symbol on the for SPDR S&P 500 Trust ETF (The Standard & Poor’s Depositary Receipts), the largest ETF in the world, which and is designed to track the S&P 500 Index.
Stagflation ►Stagflation◄ Persistent slow economic growth / high unemployment / high inflation (rising prices) / economic stagnation, often accompanied by a decline in gross domestic product (GDP).
Standard Deviation ►Standard Deviation◄  Calculation of the typical (standard) distance of the swing (deviation) from the norm (Moving Average). On a normal bell, curve 68% of the values are within 1 StdDev from the average, 95% are within 2 StdDev.
Statistical Arbitrage ►Statistical Arbitrage◄ Short-term trading strategies that trade a set of securities on the basis of historical correlations and the general economic variables. A good strategy to apply Machine learning or apply linear regression and Support Vector Machine to the historical prices.
Stock Split ►Stock Split◄  This is a decision by the board to boost the number of shares available in the market by converting every share into a multiple. For example, a 2 for 1 split would result in everyone who owns 1 share would then own 2!
Stock with momentum ►Stock with momentum◄ Momentum indicators identify when a stock is moving up/down & how strongly. Positive means the price is above the price “n” periods ago. Negative, below.
StockTwits ►StockTwits◄ is Twitter for (retail) Traders. As such it may be more desirable for trading analysis. Again third party AltData suppliers such as SMA provide pre processed sentiment scores for symbols based on Stocktwits activity.
Stop Limit Order – STL ►Stop Limit Order – STL◄ An instruction to buy or sell if and only if a trigger price is encountered. The order becomes a resting limit order at the limit price when the market trades at the trigger (stop) price.
Stop Order ►Stop Order◄  Also called Stop Loss Orders. This order type is an instruction to close out of a position if a trigger price is reached. Stops are used for protecting oneself from losing any more than you already have.
Stopped Out ►Stopped Out◄ When a Stop Order has been filled.
Stuckholder ►Stuckholder◄ A shareholder that cannot sell their shares because the regulator or the exchange has halted trading in the stock.
Supervised Learning ►Supervised Learning◄ is a task that creates a logical function or expression by analyzing “Labeled Data”, ie pictures of hot dogs and cats which include the answer this is a hot dog, this is a cat.
Support ►Support◄Lower price level where stock strongly resists breaking through as demand (buyers) exceeds supply (sellers). Typically at round human prices 10c, 25c, $1 (where humans set stops/limits/etc.).
Sweep ►Sweep◄ is an order type that sweeps across all available market centers getting you all the shares you requested at the best possible price. This of course assumes High Frequency Traders do not exist (see HFTs).
Swing Trade ►Swing Trade◄ is a multi day hold trade (1-20+ days) taken when technical indicators suggest an up/down future trend. Believed to result in efficient capital use, higher returns, higher commissions, more volatility
Swing Trading ►Swing Trading◄ Trading over a period of days (overnight to a few weeks) to gain profits from changing prices.
System Limitations ►System Limitations◄ No system is perfect though some are more perfect than others. Know what your trading system’s limitations are and write your algos to take those limitations into consideration. Ie Data Latency & Order Limitations.
ta-lib ►ta-lib◄ is a technical analysis library with wrappers for many languages including Python. It includes over 200 common trading indicators such as RSI, ATR, Bollinger Bands, Stochastics, Candlestick patterns etc
Technical Analysis ►Technical Analysis◄  is a trading discipline employed to evaluate investments and identify trading opportunities by analyzing statistical trends gathered from trading activity, such as price movement and volume.
Tender Offer ►Tender Offer◄ A public offer to buy the stock of a corporation for a given price. This offer typically has a time frame. Tender offers are normally an effort to win control of the company.
Term Asset Backed Securities Loan Facility (TALF) ►Term Asset Backed Securities Loan Facility (TALF)◄ Funding backstop for asset-backed loans (ABS) collateralized by consumer and commercial loans.
The Office ►The Office◄ A movie and or TV sitcom that represents real life in the back office to many traders. 🙂
The Open ►The Open◄1st trade on a stocks “primary” exchange after 9:30EST. It is preceded by an “Opening Auction” similar to the “Closing Period”.
The Specialist ►The Specialist◄Traditionally a human at the Exchange managing one or more stocks. Held a “book” with list of traders looking to buy/sell/prices.
Thematic Funds/ETFs ►Thematic Funds/ETFs◄ Tend to be fairly short lived compared with other funds & ETFs. Normally accompany bull markets as people chase every new market opportunity for higher returns. Examples include AI, Cannabis, ESG, Aging, Robotics.
Thick Market – Liquid Stocks ►Thick Market – Liquid Stocks◄ Stock with many buyers/sellers (high trading vol > 100k avol). Lower price volatility, risk, profit. Small spread.
Thin Market – Illiquid Stocks ►Thin Market – Illiquid Stocks◄Stock with few buyers/sellers (low trading vol < 100k avol). High price volatility, risk & potential profit. Big Spread.
Ticker ►Ticker◄ Another word for the Symbol for an asset. Ie GOOG for Google, AMZN for Amazon, FB for Facebook, NFLX for Netflix. Short symbols are prestigious and expensive ie V for Visa. 3 chars or less suggests high end.
Time & Sales ►Time & Sales◄ A window in most trading applications which shows the most recent trades for a symbol including sizes, trade sales conditions, exchanges on which the trades took place and the specific time of the trades.
Titanic DataSet ►Titanic DataSet◄ contains organized, but not cleaned, data from the Titanic Disaster including PassengerId, Survived, Pclass, Name, Sex, Age, SibSp, Parch, Ticket, Fare, Cabin, Embarked.
Trade / Quote ►Trade/Quote◄ Think ticker tape parades! The exchanges updates to the bid/ask/last traded price for each Stock symbols. All the price data you view (ie minute bars, moving averages, ATRs, RSIs) is derived from these simple market events.
Trade Kelly Edge ►Trade Kelly Edge◄ An indication of what percentage of a given account is the maximum amount one should risk on any given trade. Kelly % = Win_Probability – [(1 – Win_Probability) / Win_Loss_Ratio]
Trade Win % ►Trade Win % – Win/Loss Ratio◄ Is the total number of winning trades to the total number of losing trades (does represent actual $’s won/lost)
Trading Costs ►Trading Costs◄ There are lots of costs involved when trading : Execution, Borrow, Infrastructure, License & Data to name a few. If you fail to take into consideration any of these costs then your model’s profitability is inaccurate.
Trading Hours ►Trading Hours◄ US Equities trading starts 4am, core Market hours 9:30-16:00 EST, trading ceases 8pm. Majority of trading occurs during core hours though trading can rise OOH due to news or other unforeseen events.
Trading Places ►Trading Places◄ Holiday Trading Movies. Louis Winthorpe III (Dan Aykroyd) and down-and-out hustler Billy Ray Valentine (Eddie Murphy) are the subjects of a mean bet by successful brokers Mortimer and Randolph Duke.
Trailing Stop ►Trailing Stop◄ An order to close a position if it moves in an unfavorable direction. It can be set a percentage away or a dollar cent value away from the current market price.
Trailing Stop ►Trailing Stop◄ Your own personal Circuit Breaker, if you are long a stock and it is moving up, it will move your stop up with it. But if it suddenly moves down and hits your stop you will exit. Normally a percentage value.
Training and Validation and Test Data ►Training and Validation and Test Data◄ You should split your Machine Learning data into these three sets : 1) Train the model,  2) Confirm the training results,  3) Test (with no labels to see if it worked!)
Triple Witching ►Triple Witching◄ 3rd Fridays were for Expiry of Stock Option Contracts, Stock Index Futures and Stock Index Option Contracts. From 2002 Single Stock Futures were added, however the term Quadruple Witching has not really caught on.
Trump Twitter Archive ►Trump Twitter Archive◄ An online archive of just President Trumps Tweet history. Tweets containing China and Tariff have repeatedly sent the stock markets spinning.
Turnover ►Turnover◄  For a fund, the goal is to maximize profitability while limiting the number of trades. Turnover is the number of shares traded during a period (expressed as a percentage).
Turnover Ratio ►Turnover Ratio◄ A percentage that indicates how much of a portfolios holdings have been replaced in a defined amount of time.
TWAP  ►TWAP◄  is the Time-Weighted Average Price of a security over a specified time. Trading a strategies attempt to accumulate or liquidate positions at better than the TWAP. Some brokers provide TWAP algos.
Twenty-foot Equivalent Units – TEUs ►Twenty-foot Equivalent Units – TEUs◄ Smaller vessels carry 1000 TEUs, Ultra Large Vessels (VLCVs) up to 15000 TEUs. Most containers you see on the road are doubles or forty foot.
Twitter Archive ►Twitter Archive◄ A repository of historical tweets which can be scanned like news articles. Often better to source a pre processed feed with sentiment scores allocated to specific symbols such as the one provided by SMA
Two Long Wicks ►Two Long Wicks◄ A bar on a candlestick chart that indicates significant volatility within the time period (minute, day) but little move from open to close. See also Bars, Candlestick Charts and Japanese Candlesticks.
Unborrowable Stock ►Unborrowable Stock◄ is stock that no one is willing to lend out to short sellers. When shares in a company become unborrowable, traditional short selling is not possible, shifting the balance of trade with obvious consequences.
Unsupervised Learning ►Unsupervised Learning◄ is a task that creates a logical function or expression by analyzing “Unlabeled Data”, ie it is given only data and looking for patterns, clusters and outliers.
►Uptick◄ An uptick event happens when a security’s price has increased in price from the last traded price on the market data feed.
UpTrend/DownTrend ►UpTrend/DownTrend◄  Indicates a stock is moving consistently up or down. Higher Highs and Higher Lows (UpTrend) or Lower Lows and Lower Highs (DownTrend). The time period is at the trader’s discretion.
USO Contango ►USO Contango◄ they had to swap their expiring futures with the nearest-month contracts which cost more, it in effect was forced to buy high and sell low. Costs recovered from investors via a Reverse Split.
USO ETF ►USO ETF◄ USO avoids taking delivery of physical oil by holding the futures contract until two weeks before its expiration. Then it sells it and buys another short-term contract in its place.
Value Effect ►Value Effect◄ Since index tracking has been available, value companies have outperformed growth companies in both the United States and international markets. Growth Stocks = high price, low dividend, Value = low price, high dividend.
VIX ►VIX Volatility Index◄Measure of current/future volatility of the US Equities market based off Options Traded. Can be traded via an ETN (VXX/VXXB).
Volatility and the VIX ►Volatility and the VIX◄  is a measurement of the S&P500 volatility for the next 30 days derived from the Options market, hence it is known as the “Fear Gauge” of the market. VXX is an ETF that tracks VIX. Follow the VIX trends.
Volume ►Volume◄ Total number of shares traded in a specific security over a specific period of time. IE, the volume for AAPL during market hours on 1/24/2019 was around 44m shares.
Waffle House Index ►Waffle House Index◄ an informal metric named after the Waffle House restaurant chain, used by FEMA (Federal Emergency Management Agency) to determine the likely scale of assistance required for disaster recovery.
Wall Street ►Wall Street◄ Holiday Trading Movies. Meant by Oliver Stone as a warning against rampant greed, Bud Fox is a stockbroker doing whatever he must to get to the top. Instead corporate raider Gordon “Greed is good” Gekko was the star.
Weighting ►Weighting◄ When you combine symbols into an index you must choose how to weight them, do you give them all equal weighting, or by their price, or their market capitalization. The latter is the most common.
Well Diversified Portfolio ►Well Diversified Portfolio◄ has a variety of securities hence the weight each security is small and its unsystematic risk has been diversified out. The risk of a WPD tracks the systematic risk of the market.
White Paper ►White Paper◄ After eight years of college you have discovered an amazing way to make money in the stock market. What next? Print it in a white paper for all to see?
Win Probability ►Win Probability◄ The likelihood that any given trade you make will result in a profit.
Win/Loss Ratio ►Win/Loss Ratio◄ The total positive trade amounts divided by the total negative trade amounts.
Witching Hour ►Witching Hour◄  The last hour of trading on the 3rd Friday of the month when options and stock futures expire. Heavy volume resulting from traders closing out positions before expiry.
Yield ►Yield◄ Earnings from an investment over a period of time expressed as a percentage on the investment amount. Yield =  Net Realized Return / Principal Amount
Yield Curve ►Yield Curve◄ A graphical representation of interest rates (yields) with equivalent credit quality but differing maturity dates; provides an idea for future changes in rates and economic activity.
Yield Inversion ►Yield Inversion◄Long term investments should yield more than short term investments. If LT US Bonds yield less than ST they are “inverted”. This suggests underlying nervousness in long term economic performance.
Zero-investment portfolio ►Zero-investment portfolio◄ A portfolio of zero net value established by buying and shorting component securities, usually in the context of an arbitrage strategy.
Zero-sum game ►Zero-sum game◄ Any game wherein one player can gain only at the expense of another player. It is often suggested that the stock markets is a Zero-sum game. Of course that assumes there is no middle man. Hah!