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Data Wrangling

How to filter and subset a Python dataframe by specific values?

March 8, 2026June 9, 2020 by Gili

Quite often as part of your data wrangling, you’ll invariably need to subset or filter your dataset and select for specific rows by one or multiple values. In today’s quick tutorial i’ll show how to do exactly that. Creating your data We’ll start by creating a very simple data set which we’ll use for learning … Read more

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How to show and count duplicated values and rows in Pandas?

November 28, 2021June 8, 2020 by Gili

As part of the data scrubbing process for machine learning and data visualization, you might want to get rid of duplicated occurrences in your data set. In today’s post, we’ll learn how you can use Python in order to quickly identify duplicate values in your data, so that you can scrub them later as needed. … Read more

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