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This notebook shows a way to set the value of one column in a CSV file, that satisfies multiple conditions, by extracting information from another column using the pandas library and the standard library re module.
A list of helpful resources for data mining, analysis and visualization including free books, documentation and tutorials.
In this notebook we'll compare the runtime of three different ways to group and summarize data using the pandas crosstab, groupby and pivot_table functions.
I worked on some projects recently that were asleep for a while, including a revamp of CoderStats, the release of d3-geomap version 3 and I published a review on the Python Data Science Handbook.
In this notebook we create a word cloud from reddit comments that were gilded 10 or more times from the start of reddit to February 2019.
programminglanguages.info is an informational website dedicated to computer programming languages, that aggregates and shows data from sources such as Wikidata and several GitHub repositories.
In this notebook I create a choropleth map that shows how many people responded to the Stack Overflow Developer Survey 2018 in relation to their countries' populations.
This notebook looks at technologies, that respondents of the Stack Overflow Survey 2018 worked with in the past, want to work with in the future, where these overlap and where not.
This Jupyter notebook shows how to create a map of metal bands focusing on the issues that came up during the process and how they were solved.
This Jupyter notebook walks through the process of creating a choropleth map of the world in Python using the GeoPandas package.