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Learning Graph

A learning graph is a map of every concept in this book and which concepts you need to know first. Gut Check has 337 concepts connected by 538 prerequisite links, grouped into 13 categories, from Foundations to Living With Illness.

Open the interactive Learning Graph Viewer

How it was built

  1. Each chapter was assigned 14 to 22 concepts in a fixed concept list.
  2. Each concept lists the concepts it depends on. A concept can only depend on concepts from the same chapter or an earlier one, so the book never uses an idea before teaching it.
  3. A script checks that the graph has no loops, no missing links, and no concept left unconnected.

The 13 categories

Code Category
FOUND Foundations
ENS Enteric Nervous System
VAGUS Vagus and Nerve Pathways
MICRO Microbiome and Diet
IMMUNE Gut Immunity
CHEM Messengers and Barriers
STRESS Stress and the HPA Axis
PAIN Pain and Sensitivity
GIDIS Gut Disorders
NEURO Brain and Mental Health
TREAT Tests and Treatments
EVID Evidence and Claim Checking
LIFE Living With Illness

See the Quality Metrics and Taxonomy Distribution reports for details, or download the raw data: learning-graph.csv and learning-graph.json.