dataprofiler

We have hosted the application dataprofiler in order to run this application in our online workstations with Wine or directly.

Quick description about dataprofiler:

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

Programming Language: Python.
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