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Cyclomatic complexity: Applications, In algebraic topology & Description

Cyclomatic complexity is a software metric used to indicate the complexity of a program. It is a quantitative measure of the number of linearly independent paths through a program's source code. It was developed by Thomas J. McCabe, Sr. in 1976.

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Cyclomatic complexity topic overview

The analysis highlights Applications, In algebraic topology and Description as prominent areas in the source structure around Cyclomatic complexity.

Related topics
57
Source areas
4
Connected nodes
61
Extracted relationships
60
Concept neighborhoods
28
Bridge connections
61

What this topic covers Research coverage

Source areas are shown by the number of related topics found in each part of the analysis. Use smaller areas too: they can reveal specialized angles and content gaps.

In algebraic topology · 18 topics
Applications · 15 topics
Overview · 14 topics
Description · 10 topics

Smaller areas are not necessarily less important. They contain fewer connections in this analysis and can be useful for finding specialized angles or coverage gaps.

Explore all related topics Closing gaps

Browse the complete topic structure, not only the most central items. Less prominent entities and concepts can reveal missing angles, specialized context and useful research gaps. Each item opens a new analysis centered on that subject.

Overview

Description

In algebraic topology

Applications

Advanced semantic analysis

Deeper signals for content research, entity SEO and topical coverage. The plain-language headings explain what each technical view is useful for.

How Cyclomatic complexity connects Entity context

The extracted context around Cyclomatic complexity shows recurring relationship patterns in the source. For example, Cyclomatic complexity → Although, However, International, ISO, Les Hatton, McCabe's, Multiple, Reducing, Since, Some, Studies, The Another extracted example is Cyclomatic complexity → CFG, CFGs, For, If, In, McCabe, McCabe's, Nowadays, Section VI, The, This, To. Use these groups to spot repeated connection types before inspecting the individual relationships.

Cyclomatic complexity

Top relations

related to Correlation to number of defects · 12
Cyclomatic complexity → Although, However, International, ISO, Les Hatton, McCabe's, Multiple, Reducing, Since, Some, Studies, The
related to Measuring the "structuredness" of a program · 12
Cyclomatic complexity → CFG, CFGs, For, If, In, McCabe, McCabe's, Nowadays, Section VI, The, This, To
related to Definition · 11
Cyclomatic complexity → Another, FALSE, Here, If, IFs, One, S/P, The, There, TRUE, Two
related to Interpretation · 10
Cyclomatic complexity → Complex, Department, Homeland Security, Identify Risk, In, More, Simple, Software Quality Metrics, Tom McCabe, Untestable
related to Limiting complexity during development · 8
Cyclomatic complexity → As, For, He, However, McCabe's, NIST Structured Testing, One, This
related to External links · 4
Cyclomatic complexity → Generating, It, PolyspaceThe, Why We Don't Use
related to Implications for software testing · 2
Cyclomatic complexity → Another, It
is a · 1
Cyclomatic complexity → software metric used to indicate the complexity of a program

Important terminology

Use these terms to understand the vocabulary surrounding the topic, not as a checklist for keyword stuffing.

Important terminology

complexity cyclomatic number program graph paths one also test code displaystyle may two cases path equal mccabe testing module coverage

Cyclomatic complexity relationships Subject–Predicate–Object triples

TTTA extracted 60 structured relationships around Cyclomatic complexity. Examples in this analysis include Cyclomatic complexity → is a → software metric used to indicate the complexity of a program and Cyclomatic complexity → related to Correlation to number of defects → Multiple. The table shows each extracted connection, where it came from and its confidence.

SubjectPredicateObjectConfidenceSrc
Cyclomatic complexityis asoftware metric used to indicate the complexity of a program0.90text
Cyclomatic complexityrelated to Correlation to number of defectsMultiple0.60section
Cyclomatic complexityrelated to Correlation to number of defectsMcCabe's0.60section
Cyclomatic complexityrelated to Correlation to number of defectsSome0.60section
Cyclomatic complexityrelated to Correlation to number of defectsHowever0.60section
Cyclomatic complexityrelated to Correlation to number of defectsLes Hatton0.60section
Cyclomatic complexityrelated to Correlation to number of defectsStudies0.60section
Cyclomatic complexityrelated to Correlation to number of defectsAlthough0.60section
Cyclomatic complexityrelated to Correlation to number of defectsSince0.60section
Cyclomatic complexityrelated to Correlation to number of defectsThe0.60section
Cyclomatic complexityrelated to Correlation to number of defectsReducing0.60section
Cyclomatic complexityrelated to Correlation to number of defectsInternational0.60section

Related concept clusters Concept neighborhoods

The concept neighborhoods around Cyclomatic complexity bring nearby vocabulary together. In this analysis, examples include Cyclomatic, Number and Program. Use the clusters to find adjacent concepts and terminology that may deserve separate research.

  • Cyclomatic complexity
    • Cyclomatic
    • Number
    • Program
    • Also
    • Graph
    • May
    • Equal
    • Module
    • Displaystyle
    • Software
    • One
    • Correlation
  • cyclomatic complexity
    • Cyclomatic
    • Number
    • Program
    • Also
    • Graph
    • Module
    • May
    • Code
    • Equal
    • Displaystyle
    • One
    • Software
  • complexity of a program
    • Cyclomatic
    • Program
    • Number
    • May
    • Module
    • Software
    • Code
    • Also
    • Mccabe's
    • One
    • First
    • Structured
  • control-flow graph
    • Number
    • First
    • Displaystyle
    • Edge
    • Graph
    • Nodes
    • Also
    • Space
    • Called
    • Measure
    • Program
    • Equal
  • graph
    • Number
    • First
    • Displaystyle
    • Edge
    • Nodes
    • Also
    • Space
    • Called
    • Program
    • Equal
    • May
    • One
  • cyclomatic number
    • Number
    • Program
    • Equal
    • Paths
    • Graph
    • Also
    • Cases
    • May
    • Coverage
    • Module
    • Displaystyle
    • Software
  • first betti number
    • Linearly
    • Equal
    • Independent
    • Paths
    • Path
    • Graph
    • Nodes
    • Cases
    • Also
    • Coverage
    • Displaystyle
    • Program
  • structured program theorem
    • May
    • Software
    • Mccabe's
    • Testing
    • Module
    • First
    • Structured
    • Equal
    • Number
    • One
    • Control-flow
    • Graph

Connections between topic areas Semantic bridges

For Cyclomatic complexity, one of the stronger structural bridges in this analysis connects Cyclomatic complexity with In algebraic topology. Bridges highlight paths between different parts of the map and can reveal research angles that are easy to miss in a flat list.

Min side: 3
Cyclomatic complexity — In algebraic topology · splits 43 ⟂ 19
Cyclomatic complexity — Applications · splits 46 ⟂ 16
Cyclomatic complexity — Overview · splits 47 ⟂ 15
Cyclomatic complexity — Description · splits 51 ⟂ 11

Map overview Semantic statistics

Cyclomatic complexity

Nodes62
Edges61
Triples60
Avg. degree1.97
Density0.032258
Components1

Source & methodology

TTTA analyzes the structure around Cyclomatic complexity to surface related topics, entities, relationships, concept neighborhoods and bridge connections. Use the map to explore areas such as Applications, In algebraic topology & Description, including less central topics that may reveal useful research gaps. Automatically extracted connections are research leads rather than rewritten encyclopedia content.

Source: Wikipedia — Cyclomatic complexity · EN edition · Analysis: TopicsToTalkAbout

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