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Beyond bar charts, Part II: The customers hiding behind the average
We continue in our plots series, this time looking at the packages JoyPy and PtitPrince.
Sep 47 min read


Beyond bar charts, Part I: Waffles, triangles, and the trouble with percentages
We start a small series on different plotting addons for Matplotlib. In this specific post we consider the two packages PyWaffle and mpltern and what they can produce.
Sep 17 min read


pyhctsa: From Feature Matrix to Useful Model, Part II
We continue our investigation of the pyhctsa package to understand how its generated feature matrix can be used with different machine learning techniques to understand data.
Aug 146 min read


pyhctsa: One Time Series, Hundreds of Questions, Part I
We are looking at the package pyhctsa and how it can be configured to setup different feature selections.
Aug 115 min read


When Geography Lies: Measuring Australia’s Population Imbalance with popgrid
We are looking at the package popgrid and its ability to produce cartograms. Essentially a way of taking a geometry and morphing it into a diagram that represents the adjacency of areas but scaled to the a certain measurement.
Jul 2410 min read


From Simple Points to Angry Red Blobs: Kernel Density Mapping in Python
We look at how to produce Kernel Density Mappings in Python. In this example we map density of squirrel sightings in Central Park from 2018 via Scipy and Scikit-learn.
Jul 2110 min read


Mixle: Ask the Fitted Model More Than One Question — Part II
We continue to look at the library Mixle and what it can do. We look at how synthetic data from a probabilistic model can be used to analyse if our fit is good.
Jul 1711 min read


Mixle: When One Row Contains Several Kinds of Data — Part I
We look at the package Mixle. It is still in beta stage. Mixle is a package to build probabilistic models of structured, mixed-type data. This way you do not have to convert non-numerical data.
Jul 1412 min read


The Weather API That Forgot to Ask for a Key — Part II
We take a look at the Open-Meteo weather API and what one can do with it. In this part of the series we create two small data analysis projects based on the data from Open-Meteo
Jul 1019 min read


The Weather API That Forgot to Ask for a Key — Part I
We take a look at the Open-Meteo weather API and what one can do with it. In each part of this series we create one little data analysis project based on Open-Meteo data.
Jul 710 min read
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