Show HN: DataProfiler – What's in your data? Extract schema, stats and entities

• DataProfiler

  61 1,362 6.3 Python

  What's in your data? Extract schema, statistics and entities from datasets

  

• visions

  6 194 0.0 Python

  Type System for Data Analysis in Python

  

This is really cool! I'm glad there's more work going into the area - visions[1] is a similar tool which embeds the type system (user defined schema) into a traversable graph rather than encoding all type information in the trained network. We originally wrote it as the backend for pandas-profiling[2].

I'm not sure if any of the authors are on here but y'all might look into Sherlock[3] as well. They've got pre-trained models for many other semantic types than you've currently implemented.

1. https://github.com/dylan-profiler/visions

• InfluxDB

  www.influxdata.com sponsored

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• ydata-profiling

  43 12,022 8.5 Python

  1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

  

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