Datasetpublic

infinite-dataset-hub/Antibiotic_Usage_Trends

Antibiotic_Usage_Trends tags: healthcare_system, prescription_patterns, time_series_analysis Note: This is an AI-generated dataset so its content may be inaccurate or false Dataset Description: The 'Antibiotic_Usage_Trends' dataset contains records of antibiotic prescription patterns across various healthcare systems over a decade. It includes information on the types of antibiotics prescribed, frequency, and dosage, as well as associated patient outcomes. The dataset is ideal… See the full description on the dataset page: https://huggingface.co/datasets/infinite-dataset-hub/Antibiotic_Usage_Trends.

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Dataset Card

AntibioticUsageTrends

tags: healthcaresystem, prescriptionpatterns, timeseriesanalysis

Note: This is an AI-generated dataset so its content may be inaccurate or false

Dataset Description:

The 'AntibioticUsageTrends' dataset contains records of antibiotic prescription patterns across various healthcare systems over a decade. It includes information on the types of antibiotics prescribed, frequency, and dosage, as well as associated patient outcomes. The dataset is ideal for time series analysis and identifying trends in prescription practices.

CSV Content Preview:


Date,Healthcare_System,Antibiotic_Type,Prescription_Count,Dosage_Frequency,Outcome_Label

2010-01-01,Public,Amoxicillin,150,3 times daily,Improved

2010-01-01,Private,Ciprofloxacin,80,2 times daily,Improved

2010-01-01,Public,Azithromycin,200,5 days,Worsened

2010-01-01,Private,Amoxicillin,75,3 times daily,No Change

2010-01-01,Public,Ciprofloxacin,90,2 times daily,Improved

Source of the data:

The dataset was generated using the Infinite Dataset Hub and microsoft/Phi-3-mini-4k-instruct using the query '':

—Dataset Generation Page: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=&dataset=AntibioticUsageTrends&tags=healthcaresystem,+prescriptionpatterns,+timeseriesanalysis
—Model: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
—More Datasets: https://huggingface.co/datasets?other=infinite-dataset-hub