Add sample data and dataset card for npi-providers
Browse files- README.md +67 -0
- data.parquet +3 -0
README.md
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---
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license: cc-by-4.0
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task_categories:
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- tabular-classification
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- tabular-regression
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language:
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- en
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tags:
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- healthcare
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- npi
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- providers
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- medical
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- cms
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- nppes
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size_categories:
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- 1K-10K
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---
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# NPI Healthcare Providers — Sample Dataset
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A 10,000-record sample from the CMS National Provider Identifier (NPPES) registry, containing information about US healthcare providers.
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## Dataset Description
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The full NPI dataset contains ~7.2 million records representing every healthcare provider registered with CMS. This sample contains 10,000 records from California for evaluation purposes.
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### Source
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- **Publisher**: Centers for Medicare & Medicaid Services (CMS)
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- **URL**: https://download.cms.gov/nppes/NPI_Files.html
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- **Update frequency**: Weekly (every Sunday)
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- **License**: Public domain (US government work)
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### Fields
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| Field | Type | Description |
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|-------|------|-------------|
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| npi | string | 10-digit National Provider Identifier |
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| entity_type | int | 1 = Individual, 2 = Organization |
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| last_name | string | Provider last name (individuals) |
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| first_name | string | Provider first name (individuals) |
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| org_name | string | Organization name (type 2) |
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| specialty | string | Primary taxonomy description |
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| address | string | Practice address |
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| city | string | City |
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| state | string | 2-letter state code |
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| zip | string | 5-digit ZIP code |
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| phone | string | Phone number |
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| enumeration_date | string | Date provider was assigned NPI |
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| last_updated | string | Last update date |
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### Use Cases
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- Healthcare provider directory applications
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- Provider network analysis
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- Medical specialty distribution research
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- Geographic access to care studies
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## Full Dataset Access
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This is a sample. The full dataset (~7.2M providers) is available via:
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- **x402 API**: Pay-per-query with USDC — [verilexdata.com/docs/x402](https://verilexdata.com/docs/x402)
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- **Snowflake**: Native App on Snowflake Marketplace — [verilexdata.com/docs/snowflake](https://verilexdata.com/docs/snowflake)
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- **Databricks**: Delta Sharing — [verilexdata.com/docs/databricks](https://verilexdata.com/docs/databricks)
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Visit [verilexdata.com](https://verilexdata.com) for pricing and documentation.
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data.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:672c83fde7174f0c07b285c095393b7dec65198673cb05176f437524f665c491
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size 29241
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