data-profiling
There are 75 repositories under data-profiling topic.
ydataai/ydata-profiling
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
great-expectations/great_expectations
Always know what to expect from your data.
cleanlab/cleanlab
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
open-metadata/OpenMetadata
OpenMetadata is a unified platform for discovery, observability, and governance powered by a central metadata repository, in-depth lineage, and seamless team collaboration.
fbdesignpro/sweetviz
Visualize and compare datasets, target values and associations, with one line of code.
sodadata/soda-core
:zap: Data quality testing for the modern data stack (SQL, Spark, and Pandas) https://www.soda.io
hi-primus/optimus
:truck: Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark
opendatadiscovery/odd-platform
First open-source data discovery and observability platform. We make a life for data practitioners easy so you can focus on your business.
cleanlab/cleanvision
Automatically find issues in image datasets and practice data-centric computer vision.
polyaxon/traceml
Engine for ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.
ing-bank/popmon
Monitor the stability of a Pandas or Spark dataframe ⚙︎
InfuseAI/piperider
Code review for data in dbt
polyaxon/haupt
Lineage metadata API, artifacts streams, sandbox, API, and spaces for Polyaxon
Desbordante/desbordante-core
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.
hi-primus/bumblebee
🚕 A spreadsheet-like data preparation web app that works over Optimus (Pandas, Dask, cuDF, Dask-cuDF, Spark and Vaex)
Swiple/swiple
Swiple enables you to easily observe, understand, validate and improve the quality of your data
psebenick/data-profiling
a set of scripts to pull meta data and data profiling metrics from relational database systems
dqops/dqo
Data Quality and Observability platform for the whole data lifecycle, from profiling new data sources to full automation with Data Observability. Configure data quality checks from the UI or in YAML files, let DQOps run the data quality checks daily to detect data quality issues.
DataKitchen/data-observability-installer
Installer for DataKitchen's Open Source Data Observability Products. Data breaks. Servers break. Your toolchain breaks. Ensure your team is the first to know and the first to solve with visibility across and down your data estate. Save time with simple, fast data quality test generation and execution. Trust your data, tools, and systems end to end.
opendatadiscovery/odd-collector
Open-source metadata collector based on ODD Specification
VIDA-NYU/auctus
Dataset search engine, discovering data from a variety of sources, profiling it, and allowing advanced queries on the index
apicrafter/metacrafter
Metadata and data identification tool and Python library. Identifies PII, common identifiers, language specific identifiers. Fully customizable and flexible rules
tsegall/fta
Metadata/data identification Java library. Identifies Semantic Type information (e.g. Gender, Age, Color, Country,...). Extensive country/language support. Extensible via user-defined plugins. Comprehensive Profiling support.
cleanlab/cleanlab-studio
Client interface for all things Cleanlab Studio
dm4ml/gate
Drift detection module for machine learning pipelines.
ismaildawoodjee/GreatEx
A project for exploring how Great Expectations can be used to ensure data quality and validate batches within a data pipeline defined in Airflow.
raymon-ai/raymon
The official http://raymon.ai data profiling and logging library.
baligoyem/dataqtor
🔍Your Data Quality Detector / Gain insight into your data and get it ready for use before you start working with it 💡📊🛠💎
ahmadassaf/roomba
A Node.js tool to examine the correctness of Open Data Metadata and build custom dataset profiles
SJTU-Quant/awesome-ml-data-quality-papers
Papers about training data quality management for ML models.
open-metadata/openmetadata-site
Open Standard for Metadata. A Single place to Discover, Collaborate and Get your data right.
CodeLionX/distod
DISTOD algorithm: Distributed discovery of bidirectional order dependencies
LieseB-1746743/data-cleaning
Data cleaning tool.
christianbors/OpenRefineQualityMetrics
MetricDoc is an interactive visual exploration environment for assessing data quality
CoDS-GCS/kglids
Linked Data Science powered by Knowledge Graphs
wisemuffin/data-cicd-tpch
This repo shows how you can utilise CICD to speed up data development. Video link below.