exploratory-data-analysis

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

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

Always know what to expect from your data.

Automatically visualize your pandas dataframe via a single print! 📊 💡

Business intelligence as code: build fast, interactive data visualizations in SQL and markdown

Visualize and compare datasets, target values and associations, with one line of code.

Beautiful visualizations of how language differs among document types.

Open-source low code data preparation library in python. Collect, clean and visualization your data in python with a few lines of code.

Interactively explore unstructured datasets from your dataframe.

Collection of must read papers for Data Science, or Machine Learning / Deep Learning Engineer

Automatically find issues in image datasets and practice data-centric computer vision.

Compilation of R and Python programming codes on the Data Professor YouTube channel.

Developer-first embedded analytics

Build 12 Data Apps in Python with Streamlit

Kernel Density Estimation in Python

Complete-Life-Cycle-of-a-Data-Science-Project

Ways of doing Data Science Engineering and Machine Learning in R and Python

Code review for data in dbt

skimpy is a light weight tool that provides summary statistics about variables in data frames within the console.

Preliminary Exploratory Visualisation of Data