exploratory-data-analysis

Create HTML profiling reports from pandas DataFrame objects

Always know what to expect from your data.

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

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

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.

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

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

Kernel Density Estimation in Python

Preliminary Exploratory Visualisation of Data

Build 12 Data Apps in Python with Streamlit

A machine learning approach to classify songs by mood.

A list of software and papers related to automatic and fast Exploratory Data Analysis

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

data⎰describe: Pythonic EDA Accelerator for Data Science

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

Code review for data in dbt

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

Tutorials on visualizing data using python packages like bokeh, plotly, seaborn and igraph