Become a Better Trader
with AI Sentiment Analysis
44 lessons covering everything from reading your first sentiment chart to building data-driven trading strategies with SentiSignal.
Getting Started
What Is SentiSignal and How It Works
An introduction to the AI-powered market sentiment intelligence platform — what it monitors, how it scores sentiment, and what you can do with it.
6 min read
How to Set Up Your Dashboard and Follow Assets
Create your account, follow your favorite assets, and start exploring sentiment charts and analysis tools.
5 min read
How to Interpret the Homepage
Understand every section of the SentiSignal homepage — from the hero chart to the sidebar widgets.
6 min read
Sentiment vs Price Chart
How to Read the Sentiment vs Price Chart
Understand the overlay chart that shows how market sentiment correlates with asset price over time.
8 min read
Chart Legend: LLM vs VADER, Average vs Median
Understand every data series on the sentiment chart — what each line represents, when to use average vs median, and how to toggle layers.
6 min read
Period Selector and Granularity
Choose the right timeframe and data resolution for your analysis — from intraday to multi-year views.
4 min read
Candle vs Line Mode
Switch between line and candlestick price display to focus on sentiment correlation or price action analysis.
5 min read
News Markers on the Chart
Learn how to read the scatter dots on the chart — every analyzed article visualized as a color-coded point on the sentiment timeline.
6 min read
Fear & Greed Index on the Chart
Understand the amber Fear & Greed overlay on crypto charts — what the levels mean and how to spot divergences with sentiment.
5 min read
Daily Data Table — Day-by-Day Breakdown
A structured table below the chart showing exact daily values for price, sentiment, news count, and Fear & Greed.
4 min read
How to Embed a SentiSignal Chart on Your Website
Generate an iframe embed code for any SentiSignal chart and add live sentiment data to your blog, newsletter, or trading dashboard.
4 min read
Understanding Sentiment
What Is LLM Sentiment and How It Is Calculated
A deep dive into how SentiSignal's AI language model reads, scores, and structures sentiment from financial news articles.
7 min read
What Is VADER and How It Differs from LLM
Understand the rule-based VADER sentiment engine — how it works, where it excels, and when to trust it over (or alongside) the LLM.
6 min read
The Sentiment Star Rating System
How SentiSignal converts numeric sentiment scores into an intuitive 1-to-5 star rating for quick visual assessment.
4 min read
Fear & Greed Index — What the Levels Mean
A standalone guide to the Crypto Fear & Greed Index — the five zones, historical patterns, and how SentiSignal integrates it into analysis.
5 min read
Leading and Lagging — When Sentiment Predicts Price
Learn how cross-correlation analysis reveals whether news sentiment leads, lags, or moves in sync with asset prices.
7 min read
Market Briefs
What Are Market Briefs and How They Are Created
Market Briefs are AI-generated intelligence digests that synthesize multiple news articles into a single structured summary.
5 min read
How to Read a Market Brief
Navigate the structure of a SentiSignal brief — key points, market impact box, and source articles.
5 min read
Tracking Market Narrative with Briefs
Use the sequence of Market Briefs over time to follow how stories develop, narratives shift, and market sentiment evolves.
6 min read
AI Chart Analysis
How to Use AI Chart Analysis
Let SentiSignal's LLM-powered engine interpret price action, sentiment trends, and top news — all in one automated analysis.
6 min read
Price Action and Trend Analysis
How the AI identifies trends, momentum, and support/resistance from raw price data.
5 min read
Sentiment vs Price — Correlation and Statistics
How the AI interprets the statistical relationship between sentiment scores and price movements.
6 min read
News Impact Table — Which News Moved the Market
How the AI identifies which specific news events coincided with — and may have driven — price movements.
5 min read
SentiLab — Basics
What Is SentiLab and What It's For
SentiSignal's data science experimentation platform — quantify the relationship between news sentiment and price.
7 min read
Understanding Correlation Sweep in SentiLab
Find the optimal time lag where news sentiment best predicts price movement for any asset.
10 min read
Source Predictability — Which Sources Lead the Market
Rank news sources by their predictive power and identify which ones to follow for early signals.
7 min read
Narrative Clustering — Detecting Media Convergence
Detect when many sources suddenly report on the same topic and analyze whether media herd behavior creates contrarian opportunities.
8 min read
SentiLab — Advanced
Advanced Filters: Quality, Credibility, and Importance
Fine-tune your SentiLab experiments by filtering for the highest-quality, most credible, and most impactful news.
6 min read
Predictive Only — Filtering for Forward-Looking News
Use LLM intent classification to isolate future-oriented articles and improve predictive signal strength.
5 min read
Configuring Lag Range
Choose how far forward and backward to test sentiment-price correlations — and understand the trade-offs.
5 min read
Permutation Test and Statistical Significance
Add an extra layer of statistical confidence with non-parametric permutation testing.
7 min read
Interpreting Results
How to Read Correlation Sweep Results
Understand every metric in the Correlation Sweep results panel — from best lag and Pearson r to confidence intervals and reliability badges.
8 min read
Confidence Levels: Suggestive, Moderate, and Strong
How SentiLab assigns confidence badges and what each level means for your analysis.
6 min read
Top Deviations Table — Finding the Best Lag
Learn to read the ranked lag table and spot robust signals versus fragile one-off correlations.
7 min read
How to Read Source Predictability Results
Interpret the source leaderboard to find which news outlets lead or lag price and which ones to watch closely.
6 min read
When Results Are Reliable and When They're Not
A checklist for evaluating result quality — know the red flags that signal unreliable findings.
7 min read
Experiments & Strategies
How to Save Experiments
Save your SentiLab configurations and results for future reference, comparison, and reuse.
5 min read
Strategy Notes — Document Your Assumptions
Add strategy metadata to your experiments: hypotheses, rationale, expected outcomes, and interpretation plans.
5 min read
Strategy Marketplace — Public Research Templates
Browse, evaluate, and clone published experiments from other researchers in the Strategy Marketplace.
6 min read
From Experiment to Trading Strategy
Convert SentiLab statistical evidence into a practical decision-making framework — with realistic expectations.
7 min read
Building a Trading Strategy
Combining All Tools — Step-by-Step Workflow
A complete research workflow using every SentiSignal tool in sequence — from chart to saved experiment.
8 min read
Example: Crypto Strategy with Source Predictability
A step-by-step walkthrough applying Source Predictability to BTC trading — from analysis to daily routine.
8 min read
Example: Forex Strategy with Correlation Sweep
A walkthrough applying Correlation Sweep to EUR/USD — including the extended lag range for slower-moving forex markets.
7 min read
Risk Management and Sentiment Analysis
The golden rules: what sentiment can and cannot tell you, and a complete risk framework for sentiment-informed trading.
8 min read