DataProfiler is an AI-powered tool for automatic data analysis and profiling, designed to detect patterns, anomalies, and schema inconsistencies in structured and unstructured datasets. The DataProfiler is a Python library designed to make data analysis, monitoring, and sensitive data detection easy. Loading Data with a single command, the library automatically formats & loads files into a DataFrame. Profiling the Data, the library identifies the schema, statistics, entities (PII / NPI), and more. Data Profiles can then be used in downstream applications or reports.
Features
- Automatically detects schema, types, and distributions in datasets
- Supports structured (CSV, SQL) and unstructured (text, logs) data
- Identifies Personally Identifiable Information (PII)
- Provides statistical summaries and data quality metrics
- Works with large-scale datasets efficiently
- Open-source with Python API integration
Categories
Natural Language Processing (NLP)License
Apache License V2.0Follow DataProfiler
Other Useful Business Software
$300 Free Credits for Your Google Cloud Projects
Launch your next project with $300 in free Google Cloud credits—no strings attached. Test, build, and deploy without risk. Use your credits across the entire Google Cloud platform to find what works best for your needs. After your credits are used, continue with always-free tier services. Only pay when you're ready to scale. Sign up in minutes and start exploring.
Rate This Project
Login To Rate This Project
User Reviews
Be the first to post a review of DataProfiler!