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Research Notes & Insights

Deep-dive articles, scoring research, platform updates, and workflow guides.

1. Understanding the Analyst44 Scoring Engine

A full overview of how the multi-factor scoring engine interprets earnings releases, anomaly signals, and trend strength.

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2. How Realtime Earnings Parsing Works

A behind-the-scenes breakdown of how Analyst44 ingests earnings releases second-by-second and extracts structured financial data.

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3. Scoring Methodology Explained

A deep dive into our anomaly detection, revised estimates, quality indicators, and high-quality beat identification.

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4. Integrating Analyst44 Into a Trading Stack

Learn how to sync your data, plug earnings scores into models, and automate workflows using CSV, API, and platform integrations.

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5. Backtesting Earnings-Based Strategies

Explore how historical scoring data can validate trading patterns and generate consistent research signals.

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