license:mit size_categories:n<1K format:csv modality:tabular modality:text library:datasets library:pandas library:mlcroissant library:polars region:us infinite-dataset-hub synthetic
---
license: mit
tags:
- infinite-dataset-hub
- synthetic
---

# 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 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](https://huggingface.co/spaces/infinite-dataset-hub/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=Antibiotic_Usage_Trends&tags=healthcare_system,+prescription_patterns,+time_series_analysis
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
