ds@mcpanalytics.aiEmail your data and your question and get an answer about your own data, with the method shown.Email your data and question. Get an answer.
Field notes

Build logs and data guides

Updated November 2026

Notes from building MCP Analytics, written by the founder, plus short guides to checks you can run on your own data. Every post below shows who wrote it, and the date it was published where we can confirm one.

List By MCP Analytics Team · Updated

See all posts ↓

Hands-on instead? Tutorials →

Looking for the method guides? Technical articles →

FEATURED · GUIDE
Exploratory Analysis: The First 5 Steps

By MCP Analytics Team

Five checks to run before any analysis. The post runs each one on a small made-up dataset with a missing month and one very large sale, and shows what each check finds:

  1. Histogram: outliers and skew
  2. Missing-data heatmap: what is not there
  3. Correlation matrix: which columns move together
  4. Time series plot: trends and seasons
  5. Box plot by group: compare groups quickly
Read the guide →

All posts, newest first

Build logs are first-person notes on how the product was made. Guides explain a method. All posts are by the MCP Analytics Team. Titles come from each post, and a date is shown only where our records do not contradict it.

How our content is made

WHERE NEXT
proofPipeline case studies →Commissioned builds, from plain-English question to delivered report. the shelfBrowse the analysis library →Prebuilt analyses: filter by industry, question, or method. howHow the pipeline works →The build these stories come from, stage by stage.

Your turn

Bring your own data and the question you actually need answered.

MCP AnalyticsData science by email Send us your data and your question, and we will reply. ds@mcpanalytics.ai