Bacterial Isolate Identification and Pathogenic Potential via VITEK Analysis

Bacterial isolate data from VITEK analysis for identification and assessment of pathogenic potential. The dataset is a 5.5 KB Excel file authored by Tharwat A. Selim and last updated on 2026-05 04. Its specific row count and column details are not provided in the metadata.

Use Cases

• Training classification models for bacterial species identification based on VITEK analysis results.
• Analyzing correlations between VITEK biochemical profiles and pathogenic potential.
• Benchmarking automated identification systems against other microbiological methods.
• Studying the distribution of pathogenic traits among identified bacterial isolates.

Strengths

• Dataset is openly licensed under CC-BY-4.0.
• File is small (5.5 KB), facilitating quick download and inspection.

Limitations

• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• Description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

Tharwat A. Selim via figshare.

Collection Method

Likely generated from VITEK automated microbial identification system analysis.

Time Range

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Freshness

Last updated 2026-05-04 17:44:17; freshness should be verified.

Geography

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