Insights
Blog-style analysis posts, research notes, short findings, and methodological explainers from Sun Data Analytics, LLC.
Insights collects written findings, research notes, practical explainers, and short posts about data methods, reporting decisions, creator analytics, qualitative coding, scraper workflows, and analysis automation.
Published Insights
| Date | Title | Description |
|---|---|---|
| Jun 3, 2026 | Discord, YouTube, and Social Media Lawsuits | What creators should know about lawsuits targeting platform design, recommendation systems, and community safety. |
| Jun 3, 2026 | How Stream Title Classification Works | A plain-language guide to how stream titles are grouped into interpretive categories for creator analytics. |
| Jun 2, 2026 | Inspiration for Sun Data Analytics | Sun Data Analytics began from my own experience trying to make sense of creator data across streams, dashboards, transcripts, and platform metrics. This post reflects on how collecting and analyzing my own content creation data helped me move from anxiety and guesswork toward clearer, evidence-informed decisions. It also explains how that process shaped my goal of helping creators and small teams turn scattered data into useful reporting systems |
| Jun 2, 2026 | Utilizing LLMs for Qualitative Analysis | Using an LLM to drink from a fire hose |
| Jun 2, 2026 | Using the Creator Performance Report | A short companion guide for understanding what the Creator Performance Report is for, how to read it, and where to find deeper chart guidance. |
| Jun 2, 2026 | Numbers Go Brr: Terms and Definitions | A list of terms and definitions that are regularly used throughout each report |
| Jun 2, 2026 | How to Read Creator Report Charts | A chart-by-chart guide for interpreting the Creator Performance Report sample, including content type comparisons, revenue trends, boxplots, audience composition, timing, topics, and tags. |
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