exploratory-data-analysis

Create HTML profiling reports from pandas DataFrame objects

Always know what to expect from your data.

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.

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

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

Kernel Density Estimation in Python

Build 12 Data Apps in Python with Streamlit

Preliminary Exploratory Visualisation of Data

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

A machine learning approach to classify songs by mood.

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

Code review for data in dbt

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

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

data⎰describe: Pythonic EDA Accelerator for Data Science

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