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Datasets:
HaseebDev
/
pharmacy_rx_questions

Tasks:
Text Generation
Modalities:
Text
Formats:
json
Languages:
English
Size:
< 1K
Tags:
Synthetic
B2B
healthcare
privacy-safe
Libraries:
Datasets
pandas
Polars
License:
Dataset card Data Studio Files
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pharmacy_rx_questions / README.md
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metadata 
license: cc-by-nc-4.0
task_categories:
  - text-generation
language:
  - en
tags:
  - synthetic
  - B2B
  - healthcare
  - privacy-safe
size_categories:
  - n<1K
pretty_name: Pharmacy_Rx_Questions

Pharmacy_Rx_Questions (Synthetic B2B Dataset Preview)

Add me on Discord: xomohappy for access support, delivery questions, or product questions about this premade commercial dataset.

This is a premium, privacy-compliant, industry-safe synthetic dataset simulating Pharmacy Prescription Inquiries & Advisory Logs for B2B applications.

About this Dataset

This dataset is generated programmatically using large language models combined with a strict data curation and validation layer.

  • Privacy-safe: Contains synthetic names, phone numbers, and company identifiers.
  • Structured and verified: Schema-validated, formatted, and deduplicated to reduce model overfitting risk.
  • Target AI use case: Digital pharmacy apps building automated medication adherence bots.
  • Category: Healthcare

Schema Definition

Each record contains the following fields:

  • inquiry_id (str): Pre-assigned Inquiry ID (e.g. RX-FAQ-XXXX)
  • patient_name (str): Pre-assigned Patient Name
  • medication_name (str): Prescribed drug (e.g. Lisinopril, Metformin, Atorvastatin)
  • patient_question (str): Inquiry regarding side effects, drug interactions, or missed doses
  • pharmacist_advice (str): HIPAA-compliant, clinically accurate pharmacist advisory response

Get the Commercial Version

Need a larger dataset for production fine-tuning? The matching private repo is HaseebDev/pharmacy_rx_questions-commercial and is available under a commercial license.

  • Payment: Lemon Squeezy hosted checkout.
  • Delivery: Lemon Squeezy checkout with secure commercial delivery after purchase
  • Typical commercial package: 10,000+ records, schema documentation, and quality audit report.

Open the commercial access page

Quality Audit

Dataset Quality Report

Executive Summary

Metric Value
Status PASS
Quality Score 94/100
Records Audited 100
Niche Pharmacy Prescription Inquiries & Advisory Logs
Category Healthcare

Quality Gates

Dimension Result
Schema Conformance 100.0% (100/100)
Duplicate Rows 0
Duplicate Identity Values 0
Non-Synthetic Phone Risk 0
Email Address Count 0
Max Fuzzy Similarity 0.445
Average Words Per Descriptive Field 140.78
Vocabulary Diversity 0.868
Repeated Phrase Count 446
Domain Keyword Coverage 0.7

Buyer Assurance

This dataset was checked with deterministic local tooling before publication. The audit verifies schema consistency, uniqueness, text depth, duplicate risk, repeated wording, domain terminology coverage, and obvious PII leakage patterns.

Findings

  • MINOR: 446 repeated four-word phrase pattern(s) detected.