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Search results for python data profiling
data-profiling
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20 search results found
Ydata Profiling
⭐
12,220
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
Great_expectations
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9,179
Always know what to expect from your data.
Sweetviz
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2,687
Visualize and compare datasets, target values and associations, with one line of code.
Soda Core
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1,644
⚡ Data quality testing for the modern data stack (SQL, Spark, and Pandas) https://www.soda.io
Cleanvision
⭐
739
Automatically find issues in image datasets and practice data-centric computer vision.
Popmon
⭐
461
Monitor the stability of a Pandas or Spark dataframe ⚙︎
Haupt
⭐
451
Lineage metadata API, artifacts streams, sandbox, API, and spaces for Polyaxon
Piperider
⭐
443
Code review for data in dbt
Bumblebee
⭐
124
🚕 A spreadsheet-like data preparation web app that works over Optimus (Pandas, Dask, cuDF, Dask-cuDF, Spark and Vaex)
Swiple
⭐
72
Swiple enables you to easily observe, understand, validate and improve the quality of your data
Data Profiling
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46
a set of scripts to pull meta data and data profiling metrics from relational database systems
Odd Collector
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39
Open-source metadata collector based on ODD Specification
Metacrafter
⭐
34
Metadata and data identification tool and Python library. Identifies PII, common identifiers, language specific identifiers. Fully customizable and flexible rules
Auctus
⭐
34
Dataset search engine, discovering data from a variety of sources, profiling it, and allowing advanced queries on the index
Raymon
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17
The official http://raymon.ai data profiling and logging library.
Cleanlab Studio
⭐
16
Client interface for all things Cleanlab Studio
Dataqtor
⭐
11
🔍Your Data Quality Detector / Gain insight into your data and get it ready for use before you start working with it 💡📊🛠💎
Gate
⭐
10
Drift detection module for machine learning pipelines.
Greatex
⭐
10
A project for exploring how Great Expectations can be used to ensure data quality and validate batches within a data pipeline defined in Airflow.
Kglids
⭐
6
Linked Data Science powered by Knowledge Graphs
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