Desbordante is a high-performance data profiler that is capable of discovering many different patterns in data using various algorithms. It also allows to run data cleaning scenarios using these algorithms. Desbordante has a console version and an easy-to-use web application.
This project is a data profiling and exploratory data analysis tool designed to generate automated quality reports for Pandas and Spark dataframes. It serves as a system for computing descriptive statistics, identifying correlations, and analyzing univariate and multivariate data patterns. The tool provides specialized capabilities for comparing different versions of datasets to identify changes in data quality and distributions. It includes a dedicated profiler for time-dependent data to extract statistical information such as seasonality and auto-correlation. The software covers a broad an
This project is an exploratory data analysis framework and profiling tool designed to generate comprehensive statistical reports from Pandas and Spark DataFrames. It functions as a data quality profiler that identifies missing values, duplicates, and high correlations within tabular datasets. The tool distinguishes itself through specialized capabilities for time-series analysis, extracting temporal statistics, seasonality, and auto-correlation plots. It also includes a dataset comparison utility to identify structural or content changes between different versions of a dataset. The analysis
Las características principales de capitalone/dataprofiler son: Data Profiling, Data Profiling Tools, Data Libraries.
Las alternativas de código abierto para capitalone/dataprofiler incluyen: desbordante/desbordante-core — Desbordante is a high-performance data profiler that is capable of discovering many different patterns in data using… data-centric-ai-community/fg-data-profiling — This project is a data profiling and exploratory data analysis tool designed to generate automated quality reports for… ydataai/pandas-profiling — This project is an exploratory data analysis framework and profiling tool designed to generate comprehensive… bmcfee/muda — A library for augmenting annotated audio data. ydataai/ydata-profiling — Ydata-profiling is an automated exploratory data analysis framework designed to generate comprehensive statistical…
