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README.md

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+---
+license:
+- cc-by-nc-sa-4.0
+converted_from: kaggle
+kaggle_id: roamresearch/prescriptionbasedprediction
+---
+
+# Dataset Card for Prescription-based prediction
+
+## Table of Contents
+- [Table of Contents](#table-of-contents)
+- [Dataset Description](#dataset-description)
+  - [Dataset Summary](#dataset-summary)
+  - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
+  - [Languages](#languages)
+- [Dataset Structure](#dataset-structure)
+  - [Data Instances](#data-instances)
+  - [Data Fields](#data-fields)
+  - [Data Splits](#data-splits)
+- [Dataset Creation](#dataset-creation)
+  - [Curation Rationale](#curation-rationale)
+  - [Source Data](#source-data)
+  - [Annotations](#annotations)
+  - [Personal and Sensitive Information](#personal-and-sensitive-information)
+- [Considerations for Using the Data](#considerations-for-using-the-data)
+  - [Social Impact of Dataset](#social-impact-of-dataset)
+  - [Discussion of Biases](#discussion-of-biases)
+  - [Other Known Limitations](#other-known-limitations)
+- [Additional Information](#additional-information)
+  - [Dataset Curators](#dataset-curators)
+  - [Licensing Information](#licensing-information)
+  - [Citation Information](#citation-information)
+  - [Contributions](#contributions)
+
+## Dataset Description
+
+- **Homepage:** https://kaggle.com/datasets/roamresearch/prescriptionbasedprediction
+- **Repository:**
+- **Paper:**
+- **Leaderboard:**
+- **Point of Contact:**
+
+### Dataset Summary
+
+This is the dataset used in the Roam blog post [Prescription-based prediction](http://roamanalytics.com/2016/09/13/prescription-based-prediction/). It is derived from a variety of US open health datasets, but the bulk of the data points come from the [Medicare Part D](https://www.cms.gov/Research-Statistics-Data-and-Systems/Statistics-Trends-and-Reports/Medicare-Provider-Charge-Data/Part-D-Prescriber.html) dataset and the [National Provider Identifier](https://npiregistry.cms.hhs.gov) dataset.
+
+The prescription vector for each doctor tells a rich story about that doctor's attributes, including specialty, gender, age, and region. There are 239,930 doctors in the dataset.
+
+The file is in JSONL format (one JSON record per line):
+
+<pre>
+{
+    'provider_variables': 
+        {
+            'brand_name_rx_count': int,
+            'gender': 'M' or 'F',
+            'generic_rx_count': int,
+            'region': 'South' or 'MidWest' or 'Northeast' or 'West',
+            'settlement_type': 'non-urban' or 'urban'
+            'specialty': str
+            'years_practicing': int
+        },
+     'npi': str,
+     'cms_prescription_counts':
+        {
+            `drug_name`: int, 
+            `drug_name`: int, 
+            ...
+        }
+}
+</pre>
+
+The brand/generic classifications behind `brand_name_rx_count` and `generic_rx_count` are defined heuristically.
+For more details, see [the blog post](http://roamanalytics.com/2016/09/13/prescription-based-prediction/) or go directly to [the associated code](https://github.com/roaminsight/roamresearch/tree/master/BlogPosts/Prescription_based_prediction).
+
+### Supported Tasks and Leaderboards
+
+[More Information Needed]
+
+### Languages
+
+[More Information Needed]
+
+## Dataset Structure
+
+### Data Instances
+
+[More Information Needed]
+
+### Data Fields
+
+[More Information Needed]
+
+### Data Splits
+
+[More Information Needed]
+
+## Dataset Creation
+
+### Curation Rationale
+
+[More Information Needed]
+
+### Source Data
+
+#### Initial Data Collection and Normalization
+
+[More Information Needed]
+
+#### Who are the source language producers?
+
+[More Information Needed]
+
+### Annotations
+
+#### Annotation process
+
+[More Information Needed]
+
+#### Who are the annotators?
+
+[More Information Needed]
+
+### Personal and Sensitive Information
+
+[More Information Needed]
+
+## Considerations for Using the Data
+
+### Social Impact of Dataset
+
+[More Information Needed]
+
+### Discussion of Biases
+
+[More Information Needed]
+
+### Other Known Limitations
+
+[More Information Needed]
+
+## Additional Information
+
+### Dataset Curators
+
+This dataset was shared by [@roamresearch](https://kaggle.com/roamresearch)
+
+### Licensing Information
+
+The license for this dataset is cc-by-nc-sa-4.0
+
+### Citation Information
+
+```bibtex
+[More Information Needed]
+```
+
+### Contributions
+
+[More Information Needed]