Market Data | NexusFi Academy

Data

Alternative Data Sources for Futures Trading: What Actually Works, What Doesn't, and How to Tell the Difference

Alternative Data Satellite Imagery Sentiment Analysis Options Flow Weather Data Shipping and Freight Data @tigertrader | Spoo-nalysis ES e-mini futures S&amp...

8 citations v3 Jun 1, 2026

Data

Backtesting Data Requirements for Futures Trading: What You Need, What Can Go Wrong, and How to Build a Research-Ready Dataset

The first decision is what resolution your data needs to be. This isn't just a storage question -- it directly determines what your backtest can and cannot m...

18 citations v6 Jun 1, 2026

Data

Block Trade Data in Futures Markets: What It Is, How to Access It, and What It Actually Tells You

Most futures traders watch the order book and time & sales the same way every day: they see bids, offers, aggression, sweeps, and the normal mechanics of pri...

11 citations v1 Jun 1, 2026

Data

Bloomberg Terminal for Futures Traders: Real Value, True Cost, and the Smart Alternatives Stack

Overview Every trader has seen it in the background of trading floor photos: the distinctive dual-screen setup with black background, orange text, and the pr...

9 citations v1 Jun 4, 2026

Data

Commitment of Traders (COT) Report: The Weekly Positioning Intelligence Every Futures Trader Needs

Every Tuesday, futures traders holding positions above the CFTC's reporting thresholds must disclose their positions. The CFTC aggregates this data, classifi...

7 citations v2 Jun 1, 2026

Data

Continuous Contracts and Back-Adjusted Data: Why Your Chart's Historical Prices Might Be Fiction

Overview Your 200-day moving average just spiked 500 points overnight. Your backtested strategy shows a support level at ES 3200 Welcome to continuous contra...

11 citations v2 Jun 1, 2026

Data

Credit Market Data for Futures Traders: HY Spreads, CDS, MOVE, and the Fixed Income Signals That Move ES and NQ

Most futures traders watch price. Experienced futures traders also watch credit. Credit markets -- high-yield bonds, investment-grade corporate debt, credit ...

10 citations v1 Jun 6, 2026

Data

Cryptocurrency Futures Data: CME Bitcoin, Ether, and the Market Intelligence Unique to Digital Assets

The regulated crypto futures market -- primarily CME Group with ICE participation -- generates data that professional futures traders should understand for t...

11 citations v2 Jun 1, 2026

Data

Data Quality and Integrity in Futures Trading: Detecting Bad Ticks, Gaps, and Errors Before They Wreck Your Edge

Every futures trader trusts their data. Price bars render on the screen, indicators update, signals fire Data quality isn't a "nice to have" data engineering...

12 citations v1 Jun 1, 2026

Data

DTN IQFeed Setup and Configuration Guide for Futures Traders

DTN IQFeed is a third-party market data feed for futures traders. It delivers real-time quotes, market depth, and historical data -- but it does not route or...

12 citations v2 Jun 3, 2026

Data

Earnings Calendar Data for Equity Index Futures: How Big Tech Reports Move ES and NQ

Every futures trader learns about macro events The mechanics are simple. Earnings don't affect ES and NQ equally. NQ is structurally more sensitive because i...

10 citations v1 Jun 4, 2026

Data

Economic Calendar Data for Futures Trading: Knowing When the Market Will Move Before It Does

Every futures trader learns the same lesson eventually -- sometimes the hard way. You're in a position, everything looks clean on the chart, and then price r...

10 citations v3 Jun 5, 2026

Data

Exchange Data Fees and Market Data Costs: What Futures Traders Actually Pay Beyond Commissions

Commissions get all the attention. Every broker comparison article leads with per-contract costs, and traders shop basis points like their life depends on it...

14 citations v6 Jun 1, 2026

Data

Federal Reserve Data for Futures Traders: FRED, FOMC, Dot Plot, and the Official Sources That Move Markets

Overview Most futures traders know the Fed matters. Far fewer have a systematic framework for which Federal Reserve data sources to track, when to track them...

10 citations v5 Jun 2, 2026

Data

Fundamental Data for Commodity Futures: Government Reports, Supply/Demand Numbers, and the Releases That Move Markets

Commodity futures are the most fundamental-data-driven asset class in the markets. Full stop. Stock traders argue about whether earnings matter or whether pr...

5 citations v1 Jun 1, 2026

Data

Futures Data Feed Technologies: CQG, Rithmic, and the Infrastructure Behind Every Tick

Overview Every price tick on your chart, every update in the DOM, every trade on your time and sales -- all of it travels through a data feed before it reach...

6 citations v2 Jun 1, 2026

Data

Futures Settlement Data: Daily Mark-to-Market, Final Settlement, and How Your P&L Is Actually Calculated

Every open futures position is repriced every single trading day. Not at the last traded price. Not at some arbitrary close. At the official settlement price...

13 citations v1 Jun 1, 2026

Data

Historical Market Data for Futures Trading: Sources, Quality, and Building Research-Ready Datasets

Equities have one price series per stock. Futures have dozens of contract months per instrument, each with its own price, volume, and open interest trajector...

9 citations v1 Jun 1, 2026

Data

Implied Volatility Data for Futures Trading: VIX, Term Structure, and the Vol Signals That Actually Matter

Most futures traders treat implied volatility (IV) data as something for options traders -- a box they'll open someday when they graduate from just trading t...

11 citations v3 Jun 1, 2026

Data

Intermarket Correlation Data for Futures Trading: Reading Cross-Asset Relationships to Trade ES, NQ, CL, and Beyond

Every significant move in futures markets has an intermarket fingerprint. Learning to read it means the difference between trading with the flow and getting ...

11 citations v1 Jun 1, 2026

Data

Level 1 vs Level 2 Market Data: What Futures Traders Actually Need to Know

Every futures trader eventually hits this question: do I need Level 2 data, or is Level 1 enough? The answer isn't "L2 is better." It's "L2 is different -- a...

5 citations v1 Jun 1, 2026

Data

Market Data for Futures Trading: Understanding Feeds, Providers, and the Infrastructure Behind Every Tick

Every chart you look at, every DOM you read, every Time & Sales print scrolling past your screen -- all of it is market data. And the quality of that data sh...

7 citations v2 Jun 4, 2026

Data

Market Internals Data for Futures Trading: Reading the Equity Tape's Vital Signs to Trade ES, NQ, YM, and RTY

- Market Internals: Aggregate statistics measuring the behavior of individual stocks across an exchange, used to gauge broad market participation and convict...

10 citations v1 Jun 1, 2026

Data

Market Replay Data for Futures Trading: What You Need, Where to Get It, and Why Quality Changes Everything

Market replay is one of the most powerful practice tools in futures trading -- and one of the most misunderstood. Most traders think of it as "playback." Hit...

7 citations v1 Jun 1, 2026

Data

MBO vs MBP: Market By Order vs Market By Price — What Every Futures Trader Needs to Know

Overview Every DOM ladder you've ever stared at is lying to you. (If you're new to depth of market (DOM) mechanics, that guide covers the basics before divin...

10 citations v1 Jun 6, 2026

Data

News Analytics and NLP Data Feeds for Futures Trading

News Analytics and NLP Data Feeds for Futures Trading: The Intelligence Layer Behind Event-Driven Strategies Every futures market has a data hierarchy. Price...

11 citations v2 Jun 1, 2026

Data

Open Interest Data for Futures Trading: Reading Market Commitment Through the Crowd's Position Count

Open interest is the total number of outstanding futures contracts that have not been offset, delivered, or settled. Every contract in existence requires one...

6 citations v1 Jun 1, 2026

Data

Options-Derived Data for Futures Traders: How Open Interest, Put/Call Ratios, and Gamma Exposure Shape Price Action

Options and futures on the same underlying are linked through arbitrage, hedging, and dealer risk management. When a market maker sells a call option, they t...

8 citations v1 May 18, 2026

Data

Order Book Data and Depth of Market: What Every Futures Trader Needs to Know About the Engine Behind Every Trade

Limit Order Book (LOB): The exchange's live record of all resting buy and sell orders at every price level. The LOB is the full state of the market's unmatch...

11 citations v1 Jun 1, 2026

Data

Real-Time vs Delayed Market Data: What You're Actually Paying For and When It Matters

Real-time data delivers market information -- prices, quotes, trades, order book updates -- as it happens, with latency measured in milliseconds. When ES tic...

10 citations v1 Jun 1, 2026

Data

Seasonality Data for Futures Trading: Calendar Patterns, Statistical Testing, and the Discipline That Separates Edge from Illusion

Seasonality is a recurring tendency for a futures contract's price, spread, or volatility to move in a particular direction during a specific calendar window...

7 citations v1 Jun 1, 2026

Data

Sentiment Data for Futures Trading: Reading Market Positioning, Volatility, and the Signals That Reveal What Other Traders Are Actually Doing

Sentiment data in futures markets is not about feelings. It is about positioning, hedging demand, and leverage distribution -- the measurable reality of wher...

10 citations v1 Jun 1, 2026

Data

Squawk Services and Real-Time Audio News Feeds for Futures Traders: The Intelligence Layer That Separates Fast Traders from Late Ones

Overview You're watching ES tick. It's 8:29 AM, one minute before the NFP number. Your DOM shows thin liquidity. Your hands are on the keyboard. And then -- ...

15 citations v4 Jun 1, 2026

Data

Tick Data vs Bar Data in Futures Trading: Resolution, Aggregation, and the Tradeoffs That Matter

Every chart you've ever looked at started as tick data. Every candlestick, every volume bar, every range bar Tick data is the atomic unit of market informati...

6 citations v1 Jun 1, 2026

Data

Time and Sales Data for Futures Trading: Reading the Tape, Identifying Aggression, and Making Execution Decisions

Every chart you've ever looked at is a summary. Bars, candles, volume histograms -- they're all compressions of something more granular. Time and Sales is th...

13 citations v3 Jun 1, 2026

Data

Treasury Auction Data for Bond Futures Traders: Bid-to-Cover, Indirect Bidders, and the Signals That Move ZN and ZB

Every week, the U.S. Treasury sells hundreds of billions of dollars of debt to fund the federal government. These auctions -- 2-year notes on Monday, 10-year...

11 citations v4 Jun 1, 2026

Data

Volatility Data for Futures Trading: VIX, Realized Volatility, and the Risk Metrics Serious Traders Track

Volatility data is the market's pricing of uncertainty -- and every futures trader needs to understand it, not just options traders. Most traders focus on pr...

11 citations v2 Jun 1, 2026

📡 Market Data

Alternative Data Sources for Futures Trading: What Actually Works, What Doesn't, and How to Tell the Difference

Backtesting Data Requirements for Futures Trading: What You Need, What Can Go Wrong, and How to Build a Research-Ready Dataset

Block Trade Data in Futures Markets: What It Is, How to Access It, and What It Actually Tells You

Bloomberg Terminal for Futures Traders: Real Value, True Cost, and the Smart Alternatives Stack

Commitment of Traders (COT) Report: The Weekly Positioning Intelligence Every Futures Trader Needs

Continuous Contracts and Back-Adjusted Data: Why Your Chart's Historical Prices Might Be Fiction

Credit Market Data for Futures Traders: HY Spreads, CDS, MOVE, and the Fixed Income Signals That Move ES and NQ

Cryptocurrency Futures Data: CME Bitcoin, Ether, and the Market Intelligence Unique to Digital Assets

Data Quality and Integrity in Futures Trading: Detecting Bad Ticks, Gaps, and Errors Before They Wreck Your Edge

DTN IQFeed Setup and Configuration Guide for Futures Traders

Earnings Calendar Data for Equity Index Futures: How Big Tech Reports Move ES and NQ

Economic Calendar Data for Futures Trading: Knowing When the Market Will Move Before It Does

Exchange Data Fees and Market Data Costs: What Futures Traders Actually Pay Beyond Commissions

Federal Reserve Data for Futures Traders: FRED, FOMC, Dot Plot, and the Official Sources That Move Markets

Fundamental Data for Commodity Futures: Government Reports, Supply/Demand Numbers, and the Releases That Move Markets

Futures Data Feed Technologies: CQG, Rithmic, and the Infrastructure Behind Every Tick

Futures Settlement Data: Daily Mark-to-Market, Final Settlement, and How Your P&L Is Actually Calculated

Historical Market Data for Futures Trading: Sources, Quality, and Building Research-Ready Datasets

Implied Volatility Data for Futures Trading: VIX, Term Structure, and the Vol Signals That Actually Matter

Intermarket Correlation Data for Futures Trading: Reading Cross-Asset Relationships to Trade ES, NQ, CL, and Beyond

Level 1 vs Level 2 Market Data: What Futures Traders Actually Need to Know

Market Data for Futures Trading: Understanding Feeds, Providers, and the Infrastructure Behind Every Tick

Market Internals Data for Futures Trading: Reading the Equity Tape's Vital Signs to Trade ES, NQ, YM, and RTY

Market Replay Data for Futures Trading: What You Need, Where to Get It, and Why Quality Changes Everything

MBO vs MBP: Market By Order vs Market By Price — What Every Futures Trader Needs to Know

News Analytics and NLP Data Feeds for Futures Trading

Open Interest Data for Futures Trading: Reading Market Commitment Through the Crowd's Position Count

Options-Derived Data for Futures Traders: How Open Interest, Put/Call Ratios, and Gamma Exposure Shape Price Action

Order Book Data and Depth of Market: What Every Futures Trader Needs to Know About the Engine Behind Every Trade

Real-Time vs Delayed Market Data: What You're Actually Paying For and When It Matters

Seasonality Data for Futures Trading: Calendar Patterns, Statistical Testing, and the Discipline That Separates Edge from Illusion

Sentiment Data for Futures Trading: Reading Market Positioning, Volatility, and the Signals That Reveal What Other Traders Are Actually Doing

Squawk Services and Real-Time Audio News Feeds for Futures Traders: The Intelligence Layer That Separates Fast Traders from Late Ones

Tick Data vs Bar Data in Futures Trading: Resolution, Aggregation, and the Tradeoffs That Matter

Time and Sales Data for Futures Trading: Reading the Tape, Identifying Aggression, and Making Execution Decisions

Treasury Auction Data for Bond Futures Traders: Bid-to-Cover, Indirect Bidders, and the Signals That Move ZN and ZB

Volatility Data for Futures Trading: VIX, Realized Volatility, and the Risk Metrics Serious Traders Track