Staphylococcus aureus Spa Type Prediction from MALDI-TOF Mass Spectrometry

This dataset supports research on predicting Staphylococcus aureus spa types using MALDI-TOF mass spectrometry and machine learning. It is associated with an article in preparation for submission and includes datasets and R scripts. The dataset originates from research in Canada, focusing on dairy cattle and mastitis.

Use Cases

• Train a machine learning model to predict Spa type from MALDI-TOF mass spectrometry data.
• Analyze the relationship between Staphylococcus aureus strains and mastitis in dairy cattle using the provided agricultural and medical data.
• Replicate or extend the methodology from the associated research article using the included R scripts and datasets.

Strengths

• Dataset is associated with a formal research article in preparation, indicating a structured scientific purpose.
• Includes R scripts, facilitating methodological replication and analysis.

Limitations

• The specific data structure, including row count, column names, and file formats, is unknown.
• The dataset's completeness and readiness for independent use are unclear as it is linked to an article still in preparation.

Provenance

Source

Borealis Harvested Dataverse

Collection Method

null

Time Range

null

Freshness

null

Geography

Canada