File and Directory Comparisons with Python
The Python standard library offers a powerful set of tools out of the box including file system handling. In this quick little article you’ll see a couple of useful recipes to compare files and directories with the filecmp module.
Object Serialization with Pickle in Python
Python’s pickle module is a powerful tool for serializing and deserializing Python objects. Pickle can take almost any Python object and turn it into a string representation, which can then be stored in a file, database, or transmitted over a network connection.
Local Testing Server with Python
This quick little tutorial shows how to setup a simple local testing server with Python.
Running a Python Script in the Background
This is a quick little guide on how to run a Python script in the background in Linux.
Classifying the Iris Data Set with Keras
In this short article we will take a quick look on how to use Keras with the familiar Iris data set. We will compare networks with the regular Dense layer with different number of nodes and we will employ a Softmax activation function and the Adam optimizer.
Where do Mayors Come From: Querying Wikidata with Python and SPARQL
In this article, we will be going through building queries for Wikidata with Python and SPARQL by taking a look where mayors in Europe are born. This tutorial is building up the knowledge to collect the data responsible for this interactive visualization from the header image which was done with deck.gl.
Compare Countries and Cities with OpenStreetMap and t-SNE
There are many ways to compare countries and cities and many measurements to choose from. We can see how they perform economically, or how their demographics differ, but what if we take a look at data available in OpenStreetMap? In this article, we explore just that with the help of a procedure called t-SNE.
Predict Economic Indicators with OpenStreetMap
OpenStreetMap (OSM) is a massive collaborative map of the world, built and maintained mostly by volunteers. On the other hand, there exist various indicators to measure economic growth, prosperity, and produce of a country. What if we use OpenStreetMap to predict those economic indicators?
Creating Slides with Jupyter Notebook
Jupyter notebook is a powerful tool to interactively code in web-based notebooks with a whole plethora of programming languages. With it, it is also possible to create web-based slideshows with reveal.js.
Working with MultiIndex and Pivot Tables in Pandas and Python
Here we’ll take a look at how to work with MultiIndex or also called Hierarchical Indexes in Pandas and Python on real world data. Hierarchical indexing enables you to work with higher dimensional data all while using the regular two-dimensional DataFrames or one-dimensional Series in Pandas.