Resources
This page contains a series of community-contributed resources that can be found throughout the web. Found, written or recorded a contribution? Feel free to contribute it via a pull request on GitHub.
Notebooks
- Google Cloud Platform: Building a propensity model for financial services on Google Cloud
- Kaggle: Notebooks using ydata-profiling (previously cally pandas-profiling) (100+ notebooks)
- Pycaret: Intermediate Level Tutorials include pandas-profiling
- Google BigQuery integration Notebook: Building a propensity model for financial services on Google Cloud
Articles
- Pandas-profiling now supports spark (Fabiana, Miriam and Corey, Apr 3, 2023)
- How to an EDA on Time-series data (Fabiana Clemente, Oct 21, 2022)
- Evaluation of freely available data profiling tools for health data research application: a functional evaluation review (Ben Gordon, May 9, 2022)
- Generate Reports Using Pandas Profiling, Deploy Using Streamlit (Kaustubh Gupta, June 25, 2021)
- Bringing Customization to Pandas Profiling (Ian Eaves, March 5, 2021)
- Beginner Friendly Data Science Projects Accepting Contributions (Adam Ross Nelson, January 18, 2021)
- Pandas profiling and exploratory data analysis with line one of code! (Magdalena Konkiewicz, Jun 10, 2020)
- The Covid 19 health issue (Concillier Kitungulu, April 20, 2020)
- Accelerate Your Exploratory Data Analysis With Pandas-Profiling (Sukanta Roy, April 19, 2020)
- Pandas-Profiling, explore your data faster in Python (Gabriel Fuhr, May 31, 2020)
- Pandas One Line Magical Code for EDA: Pandas Profile Report (Sunil Kappal, July 8, 2019)
- Speed Up Your Exploratory Data Analysis With Pandas-Profiling (Lukas Frei, April 26, 2019)
- Pandas Exploratory Data Analysis: Data Profiling with one single command (Vinay Babu, January 15, 2019)
- Data Profiling with pandas-profiling (Lee Honan, October 28, 2018)
- 3 Must-have tools if you\'re serious about machine learning (Willem Meints, August 21, 2018)
- Exploratory Data Analysis of Craft Beers: Data Profiling (Jean-Nicholas Hould, April 13, 2017)
Videos
- How to install ydata-profiling with conda and Python 3.11 (Fabiana Clemente, June 2023, 2023)
- Installing Anaconda, Creating a virtual environment and installing pandas-profiling in it (Abhiram R - EverythingPython, Jan 25, 2022)
- How to Install and Use Pandas Profiling on Google Colab (Chanin Nantasenamat, Apr 25, 2020)
- Data Exploration in Python with Just one line of code | Python Tutorial (Abhishek Agarrwal, Nov 7, 2019)
- Pandas Profiling Correlations | pythonbeginner 2019 (August 5, 2019)
- Automated Data Profiling using Python Pandas (pandas-profiling) (Kunaal Naik, Oct 14, 2019)
- Data Science Tools - Data Profiling with Pandas (Simple Exploratory Data Analysis) (Jesse E. Agbe, Jun 20, 2019)
- Exploratory data analysis in python - PyCon 2017 (Chloe Mawer, Jonathan Whitmore, May 18, 2017)
Books
- Machine Learning Pocket Reference by Matt Harrison, August 2019, ISBN: 9781492047544
- Python Data Science Essentials by Alberto Boschetti and Luca Massaron, September 2018, ISBN: 9781789537864
Miscellaneous
