Analysis of Relationships Between Pairs of Features

This page contains the analysis of the relationships between pairs of features selected in the paper "A Systematic Mapping Study on Quantum and Quantum-inspired Algorithms in Operations Research", submitted to ACM Computing Surveys.

The results are presented in the following interactive charts. Each chart has controls that allow the user to inspect values by hovering the mouse over the data. You can also zoom on the charts by selecting and dragging a region.

The data used in this analysis is available in the project repository.

Pairwise Feature Relationships

Violin plots showing distributions of quality metrics grouped by categorical features.

Study Quality Distribution by Approach Type

Pair 1: Violin plots of the distributions of SS (Quality of Study) scores, grouped by their type of approach.

Study Quality vs. Algorithm Type

Pair 2: Violin plots of the distributions of SS scores, grouped by algorithm type.

Study Quality vs. Quantum Computer Type

Pair 3: Violin plots of SS scores grouped by whether studies used real quantum computers.

Study Quality vs. Type of Quantum Computer

Pair 4: Violin plots of SS scores grouped by quantum computing approach type.

Study Quality vs. Industry Sector

Pair 5: Violin plots of SS scores grouped by industry sector.

Study Quality vs. Publication Year

Pair 6: Violin plots of SS scores grouped by publication year.

Study Quality vs. Publication Source

Pair 7: Violin plots of SS scores grouped by publication source.

Reporting Quality vs. Approach Type

Pair 8: Violin plots of SR (Quality of Reporting) scores grouped by approach type.

Reporting Quality vs. Algorithm Type

Pair 9: Violin plots of SR scores grouped by algorithm type.

Reporting Quality vs. Quantum Computer Type

Pair 10: Violin plots of SR scores grouped by quantum computer type.

Reporting Quality vs. Type of Quantum Computer

Pair 11: Violin plots of SR scores grouped by quantum approach type.

Reporting Quality vs. Industry Sector

Pair 12: Violin plots of SR scores grouped by industry sector.

Reporting Quality vs. Publication Year

Pair 13: Violin plots of SR scores grouped by publication year.

Reporting Quality vs. Publication Source

Pair 14: Violin plots of SR scores grouped by publication source.

Approach Type vs. Industry Sector

Pair 15: Scatter plot showing relationships between approach type and industry sector.

Approach Type vs. Publication Year

Pair 16: Scatter plot showing relationships between approach type and publication year.

Approach Type vs. Publication Source

Pair 17: Scatter plot showing relationships between approach type and publication source.

Algorithm Type vs. Industry Sector

Pair 18: Scatter plot showing relationships between algorithm type and industry sector.

Algorithm Type vs. Publication Year

Pair 19: Scatter plot showing relationships between algorithm type and publication year.

Algorithm Type vs. Publication Source

Pair 20: Scatter plot showing relationships between algorithm type and publication source.

Industry Sector vs. Publication Year

Pair 21: Scatter plot showing relationships between industry sector and publication year.

Industry Sector vs. Publication Source

Pair 22: Scatter plot showing relationships between industry sector and publication source.

Publication Source vs. Publication Year

Pair 23: Scatter plot showing relationships between publication source and publication year.

Research Methodology vs. Type of Quantum Computer

Pair 24: Scatter plot analyzing research methodology against gate-based quantum approaches.

Research Methodology vs. Industry Sector

Pair 25: Scatter plot analyzing research methodology against industry sectors.

Research Methodology vs. Publication Year

Pair 26: Scatter plot analyzing research methodology against publication year.

Research Methodology vs. Publication Source

Pair 27: Scatter plot analyzing research methodology against publication source.