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Tag: Pandas

Data Cleaning, Machine Learning - Data MiningLeave a comment

Data Cleaning case study: Google Play Store Dataset

April 17, 2020July 31, 2020 Tung.M.Phung

This post attempts to give readers a practical example of how to clean a dataset (in particular, the Google Play Store Apps dataset). Continue reading Data Cleaning case study: Google Play Store Dataset

DataVisualization, Machine Learning - Data MiningLeave a comment

Coronavirus cases: an interactive geo-map with Plotly

April 1, 2020July 31, 2020 Tung.M.Phung

The new Coronavirus is spreading fiercely. This article describes how to make a geo-map to showcase the status of this disease around the world using Python and Plotly. Continue reading Coronavirus cases: an interactive geo-map with Plotly

Feature Engineering, Machine Learning - Data MiningLeave a comment

How to deal with missing values (NaNs)

August 31, 2019July 31, 2020 Tung.M.Phung

This blog post attempts to address why NaNs are bad and how we can fix them. Continue reading How to deal with missing values (NaNs)